AI-Native Companies Hiring Remote Product Managers

Upstart is an AI lending marketplace that uses machine-learning credit models to approve borrowers traditional FICO-based scorecards miss, connecting consumers to 100+ banks and credit unions. For borrowers it offers personal loans, auto refinance, HELOCs, and small-dollar relief loans with quick rate checks and next-day funding; for lenders it provides the AI models and cloud software behind the loans. The company has served 4M+ customers and powered $57B+ in originations, and trades publicly on NASDAQ as UPST. Culturally it is proudly digital-first and mostly remote, with intentional in-person onsites, equity from day one, 401(k) matching, paid parental leave, and fertility benefits, and values critical thinking, honest debate, and humility.

AlphaSense is an AI-powered market intelligence and search platform used by analysts at investment banks, hedge funds, private equity firms, consultancies, and corporate strategy teams to surface insights across 500 million-plus financial and business documents. Its content set spans broker research, company filings, expert call transcripts (via Tegus, which it acquired), and customers' internal knowledge, with multi-agent generative search and Deep Research layered on top. The company was founded in 2011, is headquartered in New York, and counts 6,500+ enterprises including Pfizer, Microsoft, J.P. Morgan, and Salesforce as customers. It hires remotely across the US, UK, Ireland, Canada, and India.

Nebius is an AI-focused cloud provider that gives builders and enterprises access to the latest NVIDIA GPUs — from H100s through the GB300 NVL72 — in pre-configured clusters with InfiniBand networking and managed Kubernetes or Slurm orchestration. Customers include Shopify, Revolut, JetBrains, Prisma Labs, and a range of AI-native startups using the platform for training and inference at scale. The company also runs a Token Factory and managed services for things like MLflow and Postgres, and operates its own purpose-built data centers, including one outside Helsinki. Nebius is headquartered in Amsterdam, listed on Nasdaq as NBIS, and has a remote-friendly culture though most teams expect some in-office time.

Assured builds AI-powered claims software for property and casualty insurance carriers, handling everything from first notice of loss through messaging, fraud detection, catastrophe response, and agentic AI for adjusters. The platform's edge is capturing structured, machine-readable data at the start of a claim — rather than the free-form narratives that have stalled automation in the industry — and using that data to drive straight-through processing across personal auto, homeowners, workers' comp, and other P&C lines. Backed by Iconiq, Kleiner Perkins, DCM, Costanoa, and Valor, the company is fully remote with unlimited PTO, family leave, equity, and home office stipends. It's a focused team going deep on one of the slowest-moving sectors in software.

SandboxAQ builds what it calls Large Quantitative Models (LQMs) — AI systems grounded in physics, chemistry, and biology rather than language, aimed at producing real-world results in drug discovery, materials science, post-quantum cryptography, and AI-based navigation and sensing. Spun out of Alphabet in 2022 and led by CEO Jack Hidary with Eric Schmidt as chairman, it has become one of the most heavily-capitalized applied-AI companies, with customers across pharma, defense, and financial services. The team of around 340 is global, with a strong emphasis on technical depth, family planning and fertility benefits, fully paid parental leave, and frequent team offsites.

Deepgram is a foundational voice AI company whose speech-to-text, text-to-speech, and voice-agent APIs let developers build real-time and batch voice applications, available in the cloud or self-hosted. It sells to enterprises and AI builders, powering voice for companies like Twilio, Cloudflare, IBM, and Sierra, and recently launched Flux, a multilingual conversational speech recognition model. Founded in 2015 out of deep-learning research, originally waveform analysis in a dark matter detector, the company reached $1.3B unicorn status with a $130M Series C in early 2026. Deepgram is remote-first across 20+ states and several countries, with a research-driven, ownership-heavy engineering culture, an annual offsite, unlimited PTO, and parental leave.

Twin Health is a digital metabolic health company that uses continuous physiological monitoring and AI-driven coaching to help people reverse type 2 diabetes and obesity through behavior and lifestyle change. Members wear continuous glucose monitors and other sensors, and Twin's AI creates personalized nutrition, exercise, and sleep programs based on their metabolic data. The company works with employers and health plans and has published clinical evidence showing meaningful HbA1c reduction and medication reduction among members. Twin Health is venture-backed and operates in the digital therapeutics market for cardiometabolic conditions.

Cohere builds enterprise-grade foundation models and AI solutions, with a deliberate focus on security, private deployment, and data sovereignty: companies run its models in their own VPC, on-premises, or in a Cohere-managed vault rather than handing data to a public API. Its North product packages agentic AI into a 'sovereign AI workplace' that connects internal tools, and customers include Oracle, SAP, RBC, and Dell. Founded in 2019 and globally distributed with offices in seven cities, the company raised large late-stage rounds in 2025 at roughly a $7B valuation. Culture is remote-friendly and ownership-driven, with equity for all, six months of paid parental leave, and education and coworking stipends.

EverAI builds what it describes as the world's largest AI companionship platform, serving tens of millions of users with interactive, personalized AI character experiences. The company also develops EverGuard, a proprietary AI content moderation technology designed to keep its ecosystem safe, ethical, and human-first. Founded in 2023 and headquartered in Malta, EverAI raised an $8M seed round and reached $4.4M in ARR with a fully remote team of around 50 people. The team is drawn from tier-one tech companies and moves fast, with a stated goal of scaling to 500 million users.

OpenRouter is a unified API gateway that lets developers access 400+ large language models from 70+ providers through a single, OpenAI-compatible interface, with automatic routing for better prices and uptime. Started in early 2023 as one of the first LLM marketplaces, it now serves millions of developers and powers 250k+ apps and agents, processing enormous token volume monthly. The company raised a $113M Series B led by CapitalG in 2026 at a ~$1.3B valuation, with backing from a16z, Sequoia, Menlo, and NVIDIA's venture arm. It runs as a small, remote-first US team where each person has direct product impact, offering top-of-market pay, equity, and unlimited PTO.

Tekion builds an AI-native operating system for car dealerships, unifying the pieces of automotive retail that usually live in separate legacy systems: dealer management (DMS), CRM, digital retail, and service. Its flagship Automotive Retail Cloud connects dealers, OEMs, and consumers on one platform, and a role-aware AI layer called T1 surfaces answers and automates workflows on top of unified dealership data. Founded in 2016 by former Tesla CIO Jay Vijayan, Tekion now powers 3,000+ dealerships and reached a $3.5B valuation on its Series D. The company leans toward in-person collaboration with some fully remote roles in the US, Canada, and EMEA, and offers stock options, parental leave, and team off-sites. For a PM, it is vertical SaaS taking on entrenched incumbents in a large industry.

Zeely is an AI ad creation platform aimed at small businesses and solo sellers who want more sales without becoming full-time marketers. You paste a product link and Zeely generates UGC-style video ads, static creatives, and conversion-optimized copy, then helps launch and optimize paid or viral campaigns across Facebook, Instagram, Google, and TikTok. The product deliberately keeps marketing simple for non-designers, with plain-language metrics and ready-made templates, and is sold via subscription through its mobile and web app. Founded in Ukraine in 2022 by Forbes 30 Under 30 founders, Zeely now serves over a million businesses with a strong US base. For a PM, it offers fast-growing, AI-first consumer-SMB product work in the crowded ad-creative space.

Higharc is a cloud-based home design and production platform built for production home builders, letting design, engineering, and sales teams work from a single model that automatically generates floor plans, 3D renderings, structural documents, and material takeoffs in sync. It replaces the disconnected CAD, spreadsheet, and document workflows that home builders have relied on for decades. The company targets production builders — companies building hundreds or thousands of homes per year — where design complexity and plan variation create massive coordination costs. Higharc is venture-backed and is attacking a large, underdigitized market.

CloudTalk is an AI-powered business calling platform that gives sales, support, and ops teams global voice infrastructure across 160+ countries plus AI voice agents that can autonomously make and take calls. The product spans telephony, a parallel outbound dialer, smart inbound routing, SMS and WhatsApp follow-up, live call coaching, and AI conversation intelligence that auto-summarizes and analyzes calls. It serves 30,000+ professionals at growing SMBs and brands like Revolut, Glovo, and DHL, and is on a $10-100M ARR journey backed by a $28M Series B. Founded in 2016 in Slovakia, CloudTalk is a remote-first team of 200+ across 20+ nationalities with unlimited PTO, flexible hours, a work-from-home budget, and regular in-person company retreats, making it an interesting PM home for AI voice and global telephony work.

Cresta is an AI-powered real-time coaching and intelligence platform for contact center agents, providing live suggestions, after-call analysis, and performance insights to help customer service and sales teams improve on every interaction. It sits in the conversation and surfaces relevant guidance — from handling objections to next-best actions — based on what's being said in the moment. The platform is used by enterprise contact centers across telecom, financial services, and retail, and competes with players like Gong and Cogito. Cresta raised a $125M Series D in 2022 and has built its thesis around the idea that AI coaching at scale beats periodic training.

n8n is a workflow automation platform for technical teams that combines AI agents with business process automation, letting builders work visually on a canvas, drop into code when needed, and connect to 500+ apps and APIs. Its differentiator is transparency and control: every step of an agent's reasoning is traceable, and teams can self-host on their own infrastructure or run it in n8n's cloud. Source-available and hugely popular on GitHub with 190k+ stars and a large community, it is used by companies like Microsoft, Zendesk, and Delivery Hero. Founded in Berlin in 2019, n8n raised a $180M Series C in 2025 at a $2.5B valuation amid 10x usage growth. The team is remote across Europe, the UK, and the US, with a high-trust, low-ego, community-first culture and 30+ nationalities.

Virtualitics builds AI-native decision intelligence and readiness software for the U.S. Department of Defense and government agencies. Its platform, Virtualitics Iris, combines generative AI with specialized readiness AI agents to help military leaders assess fleet status, surface operational insights, and generate decision-ready briefings in minutes rather than hours. The company was founded by mission specialists and AI researchers, and its tools are deployed and operational across the services today. Virtualitics has been recognized by Built In as a Best Place to Work and offers a mission-first culture with unlimited PTO and fully paid benefits.

Fieldguide is an AI-native platform for audit and advisory firms that deploys autonomous agents to handle planning, testing, review, and financial statement preparation. More than half of the top 100 accounting firms use the platform, including 8 of the top 10. The company is a Y Combinator alum backed by Goldman Sachs, Bessemer Venture Partners, 8VC, and Thomson Reuters, with $125 million in total funding at a $700 million valuation. Fieldguide operates as a distributed-first team headquartered in San Francisco, with most roles available fully remote across the US.

IMO Health builds clinical data intelligence tools that transform fragmented medical documentation into structured, AI-ready data used by health systems, life sciences companies, and health tech platforms. Their clinician-built ontology and knowledge graph, developed over 30 years, underpin products for medical coding, denials prevention, surgical scheduling, and clinical trial data standardization. The company was acquired by Thomas H. Lee Partners and employs over 500 people, including physicians, terminologists, and AI scientists. IMO Health offers a hybrid work model with offices in Chicago, Houston, and Roseville, along with flexible schedules and unlimited PTO.

Oscilar builds an AI risk decisioning platform for banks, fintechs, credit unions, and crypto companies, unifying fraud detection, credit underwriting, onboarding, and AML compliance into one system. Customers like SoFi, MoneyGram, Nuvei, and Clara use its agentic AI and behavioral intelligence to make real-time decisions, with the platform processing over 30 billion decisions a year. Founded by Confluent and Apache Kafka co-creator Neha Narkhede along with ex-Meta engineer Sachin Kulkarni, the team comes from heavy infrastructure and risk backgrounds. Culture is remote-first with unlimited PTO, competitive equity, and an emphasis on trust and continuous learning. For a PM, it's a chance to work on consequential risk-and-compliance problems alongside experienced operators.

Qventus builds AI operational assistants that automate hospital workflows — surgical scheduling, perioperative care coordination, and inpatient capacity/discharge planning — embedded directly into the EHR. The product is used by large US health systems including Northwestern Medicine, Banner Health, Allina, HonorHealth, NewYork-Presbyterian, and Boston Medical Center to reduce surgery cancellations, increase OR utilization, and shorten length of stay. Founded in 2012 by McKinsey and Stanford alumni, the company raised a $105M Series D led by KKR in early 2025. Benefits include parental leave, remote work stipends, and wellness stipends, and the team works closely with health systems on health equity initiatives.

Phaidra builds AI agents that operate the cooling, power, and workload systems inside data centers, with a focus on the dense AI factories running Nvidia GPU clusters. Its products include Prism, an LLM assistant that helps technicians find and troubleshoot issues, and Factory, agents that continuously optimize infrastructure to cut energy use and hold thermal stability. The founders came from Google and DeepMind, where they built the reinforcement learning system that reduced Google's data center cooling energy, and from industrial controls. Phaidra sells to data center and AI infrastructure operators, and it raised a Series B led by Collaborative Fund with Nvidia participating. It is fully remote with a documentation-first, async culture, which suits a PM who likes deep technical domains.

LiveKit is an open-source framework and developer platform for building, deploying, scaling, and observing realtime voice, video, and physical AI agents, with SDKs in Python and Node, an inference gateway across major TTS, LLM, and STT providers, telephony and SIP integration, and managed cloud infrastructure. It powers OpenAI's ChatGPT Advanced Voice mode and is used by xAI, Salesforce, Skydio, Headspace, Podium, and over 200,000 developers, handling billions of calls annually. The company started as an open-source WebRTC project for live video and pivoted into AI agent infrastructure. It raised a $100M Series C at a $1B valuation in early 2026 led by Index Ventures with Altimeter, Redpoint, Salesforce Ventures, and Hanabi.

Runway is a creative AI platform that provides tools for video generation, editing, and visual effects using generative AI models. Creators, filmmakers, and content teams use it to generate video from text prompts, remove backgrounds, apply visual effects, and produce AI-assisted edits that would take hours in traditional software. The company has shipped a series of increasingly capable video generation models (Gen-1, Gen-2) and has established itself alongside Sora and Stability AI as a major player in generative video. Runway is venture-backed, used by creative professionals and major studios, and has built a culture at the intersection of AI research and creative craft.

Harness is an AI-native software delivery platform that automates the work after code is written — CI/CD, feature flags, cloud cost management, security testing, and incident response — for engineering teams at companies like Citi, United Airlines, and Home Depot. Founded in 2017 and spun out of BIG Labs, it serves over 1,000 enterprise customers and has raised $570M+ to date. The team of 1,200+ is distributed across San Francisco, Austin, Denver, Tampa, and Brazil, with a culture that emphasizes humility, transparency, and trusting engineers to manage their own time and workspace.

Viz.ai is an AI-powered care coordination platform that uses 50+ FDA-cleared algorithms to analyze CT scans, EKGs, and echocardiograms in real time, auto-detecting suspected diseases across neurovascular, cardiovascular, pulmonary, and trauma specialties. Trusted by over 1,700 hospitals, the platform connects clinicians to patients within seconds of suspected disease detection and is clinically validated to improve time-to-treatment and patient outcomes. Viz.ai raised a $100M Series D at a $1.2B valuation in 2022 led by Tiger Global and Insight Partners, and has around 300 employees.

Arbital Health builds infrastructure for value-based care, giving healthcare payers and providers a single platform to manage risk-based contracts instead of retroactively reporting on them. It unifies claims, utilization, benchmark, and contract data, then layers on predictive models and 'Actuarial AI' that lets teams interrogate contract performance conversationally and get actuarial-grade recommendations in minutes. Each engagement pairs the software with a dedicated value-based care actuary, and customers include HarmonyCares, SonarMD, and UNC Health. Founded in late 2023 by Travis May and Brian Overstreet, it has grown partly by acquiring actuarial teams, and every employee is an equity holder. The team works flexibly across at least ten states with paid parental leave and flexible PTO.

Backstory (formerly People.ai) is an AI revenue intelligence platform that helps sales teams get direct answers about pipeline health, deal risk, and forecasting. The platform automatically captures activity data from meetings, emails, and CRM interactions to surface actionable insights without requiring reps to change how they work. Trusted by over 100,000 sellers at companies including OpenAI, AMD, Red Hat, and Databricks, Backstory serves enterprise revenue teams across sales leadership, RevOps, and marketing. The company is remote-first with a San Francisco headquarters and has raised over $200M at a reported $1.1B valuation.

Blaze is an AI marketing platform that plans campaigns, creates content, and posts across eight channels on autopilot for small businesses and solopreneurs who can't afford a marketing team. It covers organic social, paid ads, landing pages, reputation management, and an AI SDR that answers calls and books meetings. The company reached $10M ARR by late 2025 while remaining bootstrapped and profitable. The team is fully remote and async-first, with a culture page that emphasizes deep work, meaningful equity for all employees, and a deliberate, low-meeting cadence.

May Mobility is an autonomous vehicle company building self-driving shuttles and robotaxis for cities, suburbs, and rural transit agencies in the US, Japan, and (soon) Southeast Asia. Its core technology is Multi-Policy Decision Making (MPDM), a reinforcement-learning system that simulates and chooses driving actions every 200 milliseconds rather than relying purely on pre-trained data. Founded in 2017 in Ann Arbor, the company has raised roughly $300M+ from Toyota Ventures, NTT, BMW i Ventures, State Farm, and Grab, and now powers autonomous rides on Lyft (Atlanta) and Uber (Texas). Benefits include flexible core hours (10am-4pm ET), paid parental leave, home office stipends, and equity for all employees.

Pindrop builds deepfake detection and identity verification for voice and video interactions, used by enterprise contact centers, banks, and hiring teams to tell a real caller from a synthetic one. Founded in Atlanta in 2011 by Georgia Tech researchers after the CEO had a card declined abroad, it sells to large enterprises including many top financial institutions and has analyzed billions of interactions to train its models. The company holds hundreds of patents across identity and security. The team is remote-first with flexible schedules, occasional intentional gatherings, and benchmarked salaries. For a PM, it is an unusually technical security domain where the adversary improves as fast as the product does.

TRM Labs provides blockchain intelligence software and AI agents that help law enforcement agencies, financial institutions, and national security organizations detect and disrupt crypto-related crime. Its platform maps illicit activity across 180+ blockchains, supports evidentiary-grade investigations, and powers the Beacon Network, a public-private partnership that has frozen hundreds of millions in illicit crypto. Over 600 government agencies and financial institutions in 75 countries use TRM. The company is remote-first with a globally distributed team across offices in San Francisco, Washington DC, London, and several other cities, offering sabbatical and parental leave benefits.

Superhuman is a premium email client for Gmail and Outlook that focuses obsessively on speed and keyboard-driven workflows, designed for people who deal with high email volume and want to reach inbox zero efficiently. Features like split inbox, AI triage, read statuses, and a command palette make heavy email users significantly more productive. The product costs $30/month and targets high-performers in sales, founders, and executives who treat their inbox as a primary productivity surface. Superhuman is venture-backed and has built a cult following through invitation-only onboarding and a carefully managed product experience that prioritizes quality over growth.

xCures is a healthcare AI company whose Clinical Clarity Engine retrieves fragmented patient medical records from across EHRs, HIEs, and 550,000-plus care locations, then extracts and structures them into source-linked, decision-ready data. It sells B2B to providers, diagnostics firms, and value-based care organizations for workflows like chart prep, prior authorization, risk adjustment, and care gap analysis, with named customers including Exact Sciences, Caris, Veracyte, and NeoGenomics. Founded in 2018 out of the Cancer Commons non-profit, it cut its teeth on oncology records before going condition-agnostic in 2023 and closing a $46M Series B in 2026. Every full-time employee receives equity, and the team frames the work around hard, high-stakes data problems in medicine.

Anthropic is an AI safety company that builds large language models including the Claude family, with a focus on making AI systems that are safe, interpretable, and beneficial. The company's core research agenda sits at the intersection of capability development and safety — publishing work on constitutional AI, interpretability, and alignment alongside shipping products. Claude is used by developers through an API and by consumers and businesses through Claude.ai. Founded in 2021 by former OpenAI researchers, Anthropic has raised billions and is one of the highest-profile companies at the frontier of AI development.

Arize AI builds an observability, evaluation, and improvement platform for AI agents and LLM applications. Teams use it to trace agent behavior, run evals at scale, and debug production issues. The company also created Phoenix, the leading open-source tool for GenAI observability, and OpenInference, an open standard for tracing. Arize raised a $70M Series C in early 2025 at a reported $1B+ valuation, backed by Battery Ventures, TCV, and Adams Street Partners. The team is fully distributed across the US, EMEA, and APAC, with a culture that emphasizes shipping over process and offers a sabbatical leave policy.

Findem is an AI talent intelligence platform that helps recruiting and people teams source candidates, make hiring decisions, and plan workforce strategy using a large expert-labeled dataset and relationship intelligence. Customers are typically corporate talent acquisition teams looking to move beyond traditional sourcing tools, and the company has scaled to hundreds of employees with reported 3x year-over-year growth. Internally, Findem operates with a flexible model that supports both office collaboration near hubs and remote-by-design roles. Every employee gets equity, flexible PTO, and parental leave, and leadership frames the culture around making work enjoyable and collaborative.

Limbic builds clinical AI for mental healthcare providers and health plans, offering intake, triage, and CBT-delivery agents that embed into existing referral pathways via web and phone. The product is used by NHS Talking Therapies services in the UK and US providers like Rogers Behavioral Health, and is the only AI-enabled diagnostic support tool certified as a Class II medical device. The company sells to health systems and plans, with peer-reviewed evidence (including a Nature Medicine study) backing claims around faster recovery, lower dropout, and increased access for minority populations. Headquartered in London and remote-first, the team is anchored by 10 PhDs across neuroscience, psychiatry, ML, and medicine, with offsites and equity for all.

Arionkoder is an AI consulting firm that helps companies plan, build and govern AI systems they own, from strategy and readiness assessments to applied solutions and embedded engineering, product and design teams. Clients span pharma, oil and gas, logistics and health tech, with case results like 95-100% search accuracy from hybrid AI agents. Founded in 2020 and now around 200 people, it has moved from software and team augmentation into AI consulting. It runs on its own delivery frameworks (The Foundry, Delivery OS, T.R.U.S.S. for AI governance), which makes it a distinctive place for PMs who like consulting-style, outcome-driven work.

Abnormal Security builds an AI-native email security platform that uses behavioral signals to spot phishing, business email compromise, and account takeover attempts that bypass traditional gateways and Microsoft 365 defenses. The product sits in front of cloud email for enterprise customers — including roughly a quarter of the Fortune 500 — and increasingly extends into adjacent attack surfaces with AI agents for SOC and service-desk work. The company hit a $5.1B valuation in its Series D and was named a Gartner Magic Quadrant Leader for email security. Its team talks a lot about the human element of breaches and using behavioral AI to fight attacker AI.

Beacon Biosignals is a Boston-based brain health company that pairs at-home EEG wearables with AI-driven analytics to turn neurological data into usable insight. Its work supports diagnostics, clinical trials and precision medicine, often alongside drug developers running neurology studies. The company raised a Series B of over $97 million in 2025 and 2026, with investors including GV and General Catalyst.

Clera is an AI talent agent that represents job seekers rather than employers, making warm introductions to founders and hiring managers at venture-backed startups instead of routing resumes through an ATS. Candidates chat with Clera about the roles they want, and it surfaces matches across 600+ startups and brokers the intro directly - free for candidates, since companies pay only when they hire. Founded by three repeat founders who came out of the recruiting world, it passed $1M in annualized revenue within months of launching while representing tens of thousands of professionals. The team values in-person collaboration and works closely together.

ElevenLabs builds AI voice technology — text-to-speech, voice cloning, dubbing, speech-to-text and voice agents — used by developers, enterprises and creators for audiobooks, games, video localization and customer-facing phone agents. Its library spans thousands of voices across 70+ languages, and the product ships as APIs and SDKs alongside a self-serve app. Founded in 2022 and headquartered in New York, it raised a $500M Series D in early 2026 at an $11B valuation and has scaled to several hundred employees very quickly. For a PM, it is one of the few places where the voice model, the developer platform and the enterprise agent product all sit under one roof.

Faro Health builds software for the biopharma teams who design clinical trials, turning the protocol from a static Word document into structured data that can be analyzed, scored for patient burden and cost, and drafted with AI. The platform spans study design, protocol authoring, and startup workflow automation such as automated EDC builds, and a peer-reviewed paper applying it to Merck protocols quantified the savings from simplifying schedules of assessment. Founded in 2019 by a clinical operations leader and based in San Diego, it sells to pharma sponsors and raised a $20 million Series B led by General Catalyst. The team is still small, roughly 50 people, so product surface per person is wide.

Leap Tools builds augmented-reality and computer-vision product visualization for retail, best known for Roomvo, a tool that lets shoppers preview flooring, tile, rugs, and home decor in a photo of their own room before buying. The technology removes the guesswork from online home-improvement purchases and is licensed to manufacturers and retailers to lift conversion and reduce returns. Based in Toronto and notably bootstrapped by its founder rather than venture-funded, the company has appeared on the Deloitte Technology Fast 500 for several consecutive years on the strength of its revenue growth. With roughly 150 to 200 employees, it offers a PM the chance to work on consumer-facing AR in a profitable, founder-led business.

Machinify builds an AI platform for healthcare payment integrity, helping health insurers find and correct errors in medical claims. Its models review claims and medical records, detect coding and billing anomalies, reroute claims to the correct payer, and recode and reprice them, with human experts validating the AI output. The company sells to US health plans and can be deployed as insourced, hybrid, or outsourced services. In 2025 Machinify acquired Performant Healthcare and agreed to be acquired by New Mountain Capital, which is combining it with other payment-integrity businesses into a roughly $5B company. For a PM, it is a domain-heavy environment blending healthcare policy, AI, and payments.

Outmarket AI builds an AI platform for insurance brokerages that automates the manual work of comparing quotes, reviewing policies, generating proposals, and reducing errors-and-omissions risk. The company says more than 250 agencies use it to save 12 to 15 hours per person each week, and its annual recurring revenue has grown 5x year over year since launching in 2025. It sells to commercial, benefits, personal lines, and specialty insurance brokers, with backing from agency networks and industry executives. The team calls itself the Outliers, a mix of engineers, sellers, and operators set on rebuilding how insurance work gets done, which could suit a PM who wants to apply AI to a large, paperwork-heavy industry.

Pencil is a generative AI platform for creating, testing, and scaling ad creative across channels like social, display, and video. It aggregates models from OpenAI, Google, Adobe, Runway, and Bria into one orchestration layer with enterprise governance built in. Clients include global brands like Diageo, L'Oreal, Unilever, and Japan Airlines. Pencil was acquired by The Brandtech Group in 2023 and now operates as part of that portfolio, with around 200 employees and $23 million in revenue.

Runlayer is a control plane that lets enterprises roll out AI agents safely across engineering, security, IT, and business teams. It offers a governed MCP gateway with a catalog of 18,000+ MCPs, lets domain teams package internal APIs and workflows as reusable agent capabilities, and adds identity controls, runtime security scanning, shadow-AI discovery, and spend monitoring so companies can adopt tools like Claude, Cursor, and ChatGPT without a lengthy review for every agent. Customers include Gusto, Lemonade, Opendoor, and dbt Labs. The founding team came out of Zapier (they built Zapier MCP and Agents) and has raised over $200M cumulatively across prior startups. The company is small, AI-native by default, and runs a direct, ship-fast culture.

Sardine is an agentic risk platform that helps banks, fintechs, marketplaces, and merchants stop fraud, run AML compliance, and underwrite credit from a single system, combining device and behavior signals, a rules engine, machine learning, and AI agents that clear queues and false positives. The company serves 400+ enterprise customers, has screened over $1.3T in payments, and profiled 5.4 billion devices. Sardine is fully distributed with a team of 200+ across more than 20 countries, with flexible PTO and competitive equity grants.

Siena builds autonomous AI customer service agents purpose-built for commerce brands. The product connects to a brand's helpdesk, commerce stack, and customer data to run e-commerce-specific workflows — handling order issues, applying discounts, recommending products, and answering questions in a brand-aligned voice across email, chat, and social channels. Customers include HexClad, Prose, Kitsch, Simple Modern, Coterie, Everyday Dose, and Terra Kaffe, and brands report shifting CX from cost center to revenue driver. Siena raised a $4.7M seed in 2023 led by Sierra Ventures with Village Global participation, and has raised about $12.7M total. The team is small (roughly 50-60 people) and the product positions itself against general-purpose helpdesk AI add-ons.

Veriff is an AI-powered identity verification platform used by over 3,000 businesses to confirm real identities, prevent fraud, and meet compliance requirements across 230+ countries. The platform handles document verification, biometric face matching, liveness detection, AML screening, and business verification, delivering decisions in an average of four seconds with roughly 99.6% accuracy. Customers range from fintechs like Wise and Monzo to marketplaces like Instacart and platforms like Trustpilot and Bumble. Founded in Estonia and backed by Tiger Global, Alkeon, and IVP, Veriff reached a $1.5 billion valuation at its Series C and now employs around 500-600 people across five continents.

Adthena is a search intelligence platform that helps brands and agencies track competitor advertising across Google Ads, AI Overviews, and LLM surfaces like ChatGPT and Perplexity. Its custom AI and machine learning models process roughly 10TB of new search data daily, layered on 12 years of history, to map a client's full competitive landscape and surface where they are winning or leaking budget. Customers include large enterprises like Spotify, HSBC, L'Oreal, and AT&T, sold as a strategic paid-search partnership rather than just software. The team is distributed across Europe, North America, and Oceania, with a flexible-working culture, a home office stipend, and a blunt 'get shit done' ethos.

Canals builds AI software for the industrial supply chain — automating sales order entry, AP, PO tracking, quoting, and part-number conversion from messy inputs like emails, PDFs, and handwritten notes. The customer base is manufacturers, distributors, and contractors (100+ distributors so far), with named users including Werner and Revere. The company was founded in 2022, says it is profitable and bootstrapped, and remains 90% employee-owned, and pitches a 'no hype cycles, no constant pivots' culture aimed at builders who like tangible operations problems. For a PM it's an unusually concrete brief: AI applied to a non-glamorous, paper-heavy industry where the workflows are well-defined.

Descript is an AI-powered video and audio editor that lets creators edit footage by editing the transcript — drag in a recording, get an instant transcript, and cut words to cut clips. Its 'Underlord' AI co-editor handles scripting, design, B-roll generation, voice cloning, filler-word removal, and translation, used by teams at Amazon, Canva, Figma, Spotify, and the NYT. Descript has raised $100M from the OpenAI Startup Fund, a16z, Redpoint, and Spark Capital, plus a long roster of operator angels. The team is hybrid between San Francisco, Montreal, and remote across the US/Canada, with paid parental leave and annual offsites for everyone.

Doctronic is a consumer AI doctor that gives users instant, anonymous, 24/7 medical guidance — symptom checks, action plans, and triage — without an account or insurance. The product is trained on peer-reviewed medicine and uses a multi-agent system where specialized AI agents debate diagnoses; the company cites 26.5M+ consultations and a published study showing 99.2% treatment-plan alignment with board-certified clinicians on 500 real-world cases. Founded in 2023 by engineer Matt Pavelle and physician Dr. Adam Oskowitz, Doctronic added human clinicians in 2025 and has raised about $65M across seed, Series A (Lightspeed), and Series B in under a year. The team is fully remote with health, vision, dental, mental-health support, equity, and flexible time off.

Duvo is an agentic operations platform for retail, FMCG, and CPG teams that maps how a company's processes actually run, designs better workflows, and then executes them with AI agents across existing systems like SAP, supplier portals, email, and spreadsheets, with approvals, audit trails, and human-in-the-loop gates. Rather than replacing the ERP, it runs across the messy real stack and writes governed outcomes back, targeting work like supplier onboarding, invoice matching, and replenishment. Founded by the team behind grocery unicorn Rohlik, the company has multi-billion-euro retailers in production and raised a $15M seed led by Index Ventures in December 2025. The team is roughly 40 people across Europe and the US, remote-friendly with a Prague hub, meaningful equity, and unlimited vacation.

Foundation Health builds an AI operating system for pharmacy operations, automating the paperwork-heavy work that slows specialty and retail pharmacy teams down. Its platform handles prior authorizations, refill authorizations, financial assistance enrollment, 340B compliance, and patient communication via SMS and voice AI, with a white-labeled digital front door for patients. The company sells to health systems, consumer health businesses, pharma manufacturers, and health plans, and its founding team previously built the first B2B pharmacy API at Truepill. Founded in 2023 by pharmacist and Truepill co-founder Umar Afridi, it is a small, early-stage team. The careers page notes generous PTO, remote working, and flexible hours.

Freenome develops blood tests that detect cancer early, combining multiomics and machine learning with the convenience of a standard blood draw. Founded in 2014, it runs a large clinical program to validate its screening tests and has a commercialization partnership with Roche for markets outside the US. The company went public on Nasdaq in July 2026 through a SPAC merger. Its stated values are servant leadership, trust, integrity, and empathy, and it grants equity to every full-time US employee. For a PM, the draw is a regulated, science-heavy product where clinical, data, and business teams work closely together.

Vesta builds an AI-native loan origination system for mortgage lenders, covering the workflow from application through funding with AI agents that take routine tasks and route exceptions to people. It sells to large lenders such as Pennymac, New American Funding and nbkc, and ships more than 100 prebuilt integrations including Fannie Mae and Freddie Mac; Pennymac reported a 25% cut in operational cost to originate after switching. Founded in 2020 by two former Blend employees and backed by Andreessen Horowitz, Index and Bain Capital Ventures, it has raised about $55 million. The team is all-remote with bi-annual off-sites and 16 weeks of parental leave for all parents.

Zest AI sells machine-learning underwriting software to banks, credit unions, and other lenders, covering automated credit decisioning, fraud detection, and portfolio analytics. Its pitch is more approvals without added risk, with fairness analysis across protected classes built in, and it reports over 600 active models for clients. The company has raised several large growth rounds, including a $200M investment led by Insight Partners in late 2024. Zest hires remotely, lists unlimited PTO and parental leave, and describes a mission-driven culture built on courage, kindness, and determination.

ASAPP provides an agentic customer experience platform designed for large enterprises to automate and personalize customer interactions at scale. The platform features GenerativeAgent, which acts as a personal AI assistant capable of understanding, reasoning, and resolving issues across multiple channels while integrating with existing CRM and CCaaS systems. They serve major global brands in the retail, insurance, and telecommunications sectors, delivering measurable improvements in CSAT and resolution times. The company culture emphasizes grit, excellence, teamwork, and speed, offering a supportive environment that includes comprehensive family leave and professional development opportunities.

Code Metal builds verifiable code translation for industries where software failures are costly, including defense, automotive, semiconductors, and robotics. Its Provable AI helps engineering teams move code across languages and hardware targets, then proves the behavior that matters is preserved. Customers named on its site include Boeing, Bosch, Toshiba, L3Harris, Raytheon, and NVIDIA. The company raised a $125M Series B in early 2026 led by Salesforce Ventures. Its values are trust, passion, humility, and curiosity, and the problems sit at the edge of compiler design, formal methods, and AI, which makes the product work unusually technical.

Vannevar Labs builds agentic AI systems for national security and defense, giving military and intelligence professionals decision advantage through next-generation search, data collection, and AI agent platforms pre-trained for mission-critical use. The company is remote-first and employs a diverse mix of submariners, quant traders, LLM developers, and public servants united by a deep commitment to national security. Vannevar is a well-funded defense tech startup that believes top tech talent combined with top military talent is what it takes to win modern conflict.

Brellium is a clinical AI platform that audits every patient chart for documentation and coding accuracy, flagging compliance risks before they turn into payer clawbacks and surfacing revenue that was earned but never billed. It sells to behavioral health, home health and other provider groups, and says it serves more than 250,000 providers, including customers like Rula and Headspace. Founded in 2021 in New York City, it has raised venture funding from First Round Capital, Left Lane Capital and Menlo Ventures. The careers page describes a small team that hires people it trusts, avoids micromanagement, and expects work across functions, with unlimited PTO.

Domino Data Lab is an enterprise AI platform for code-first data science teams: it gives researchers reproducible environments, orchestrates compute across cloud and on-prem, and handles the model deployment and governance side that regulated industries need. It sells into pharma, financial services and manufacturing, where the work is long-running research rather than quick experiments. The company raised a $100M Series F led by Great Hill Partners in 2021, has taken $228M+ across rounds through a 2025 Series F extension, and runs a team of roughly 260 people. Roles are posted remote across the US, UK, Germany, Spain, India and South America, with competitive parental leave and an explicit right to disconnect.

Lumos is an autonomous identity governance platform that helps IT and security teams answer who has access to what and whether they should. The product combines access reviews, self-service access requests, and joiner-mover-leaver automation with an AI agent called Albus that handles role mining, anomaly detection, and natural language queries across entitlements. Founded in 2020 and backed by $65M from Andreessen Horowitz and Scale Venture Partners, Lumos counts Pinterest, Roku, and Mars among its customers. The team is 100% remote within four hours of Pacific time and offers up to four months of parental leave.

Mactores is an AWS modernization consulting firm that moves enterprise data platforms to the cloud, retires legacy Oracle and SQL Server systems, and builds production AI agents that run against real operational data. Engagements are fixed date and fixed fee, closing on customer-signed acceptance rather than status decks, with named clients like Safaricom, Poshmark, and Flipboard. The delivery model pairs forward-deployed engineers who own architecture and cutover with Aedeon, an in-house agent platform that absorbs 60 to 70 percent of the engagement work. Founded in 2008 and an AWS Premier Tier partner, the team is roughly 80 people and emphasizes work ownership, client interaction, and flexibility about where and when people work.

Outreach is a revenue orchestration platform for sales, RevOps, and customer success teams, now built around agentic AI: its AI agents act as teammates that prospect, research accounts, inspect deals, flag risk, forecast, and coach reps at scale. Customers like Siemens, Snowflake, and Okta use it to consolidate their sales tech stack into one system and manage every stage of the deal cycle. Founded in Seattle in 2014, Outreach has raised roughly $489M from investors including Salesforce Ventures and Lone Pine, reaching a $4.4B valuation at its Series G. It runs a distributed, remote-friendly team and is a repeatedly awarded employer, with parental leave that extends PTO for both parents.

PathAI builds AI-powered pathology tools for biopharma companies and anatomic pathology labs. Its AISight platform is a cloud-native system for managing digital slide images and cases and running AI models on them, and it received FDA clearance for primary diagnosis in 2025. The company works with 70% of the top 15 biopharma companies, plus labs like Labcorp and MedStar Health, and has signed a definitive agreement to be acquired by Roche. PMs here work in a regulated clinical setting, backed by a network of more than 300 board-certified pathologists who annotate training data. Some roles are remote anywhere in the US, and others sit in Boston or New York.

Sapio Sciences builds an AI-native lab informatics platform that unifies LIMS, electronic lab notebook, and scientific data management into a single system for life sciences organizations. Customers include biopharma R&D teams, clinical diagnostics labs, and manufacturers such as Genentech, BioNTech, and Charles River. The platform features Elain, an agentic AI co-scientist that automates experiment planning, data analysis, and workflow execution across the drug discovery lifecycle. Founded as a machine learning company, Sapio was originally built around the idea that AI would transform lab work before most labs were ready for it. The team is distributed across three continents and emphasizes flexible, timezone-agnostic remote work.

Synthesia is an AI video platform for business: you type a script and get a studio-quality video with an AI avatar and voiceover in 160+ languages, then edit, collaborate, translate and publish it — mostly for training, onboarding and internal communication. Over 50,000 companies use it, including 90%+ of the Fortune 100, and it's the top-rated tool in its category on G2. Founded in 2017 by AI researchers and entrepreneurs from Stanford, Cambridge, UCL and TUM, it raised a $200M Series E led by GV in January 2026 at a $4B valuation and has grown to around 700 people across 26+ countries, with offices in London and NYC. Two distinctive commitments: 10% of the team is permanently dedicated to AI safety and ethics, and engineering runs deliberately light on meetings and scrum ceremony.

Trase Systems builds governed AI agents for healthcare, government, and enterprise organizations operating in highly regulated environments. The platform, called Trase Origin, deploys autonomous agents that automate administrative workflows while maintaining compliance, auditability, and data sovereignty. The company raised a $107 million seed round in June 2026 led by ARCH Venture Partners, one of the largest seed rounds on record, following a $10.5 million pre-seed from Red Cell Partners. Based in Seattle and McLean, Virginia with remote positions available, Trase reports production deployments in under 21 days and over $18 million in annualized value creation for clients. The team brings deep expertise across technology, medicine, and defense.

Tribe AI is an AI delivery firm that takes Fortune 1000 companies from idea to shipped AI product, drawing on a curated network of machine-learning practitioners rather than traditional consultants. Customers include Cleveland Clinic, Two Sigma, Koch Industries, Vista Equity, AAA, and Recursion, with engagements often tied to CEO- or board-level bets worth $100M+ in enterprise value. Founded in 2019 by Jaclyn Rice Nelson and Noah Gale, the company bootstrapped for six years before raising a $3.25M seed in 2024 led by Bryce Roberts at Indie. Core team is roughly 50-100 with a much larger expert network; offices in NY and SF and remote-friendly in the US, with equity for all core hires.

Weaviate is an open-source AI-native vector database that provides vector search, RAG, and memory capabilities for building AI applications. It is used by companies including Booking.com, Cisco, Intel, Intuit, and NATO for tasks like semantic search and retrieval-augmented generation. The company has over 16,000 GitHub stars and 15 million downloads. Weaviate is a remote-first startup of around 90 employees, backed by Index Ventures, Battery Ventures, and NEA, with $67 million raised through a Series B.

Whisker Labs makes Ting, a plug-in sensor that uses AI to analyze 30 million electrical signals per second and detect dangerous arcing faults before they cause fires. With over 1.2 million sensors distributed and a claim of preventing 4 out of 5 electrical fires, the company sells primarily through insurance and energy partnerships (State Farm, Nationwide). Spun out from Earth Networks in 2017, Whisker Labs also provides Ting Insights, a real-time grid intelligence product built on its nationwide sensor network. The team supports both remote and in-person roles with equity and competitive benefits.

Klarify is an AI assistant for therapists. Its assistant, Klara, writes session notes and treatment plans and handles prep, paperwork and admin, and it works with any EHR or telehealth tool while meeting HIPAA, PIPEDA and PHIPA requirements. It sells to individual clinicians and clinics, with a free trial and a clinic pricing calculator. The team is very small, with two co-founders, a few engineers, a researcher and a designer, plus clinical advisors from academia and behavioral health. For a PM, that means wide ownership in a regulated, clinician-facing product.

0G Labs builds a modular Layer 1 blockchain designed specifically for AI applications and autonomous agents, combining decentralized storage, verifiable compute, data availability, and an AI-first chain into a single stack. Developers use it to run AI inference and store large datasets onchain with cryptographic verifiability, aiming to make AI actions transparent and auditable. The project targets Web3 builders creating decentralized AI apps, and its mainnet went live in September 2025 with a token-based ecosystem and hundreds of partners. It has raised substantial pre-seed and seed funding from crypto-focused investors like Hack VC and OKX Ventures. For a PM, it sits at the intersection of two fast-moving spaces, crypto infrastructure and AI, where the product surface is still being defined.

10x is an Amsterdam-based platform that connects AI labs and companies with verified European domain experts who evaluate, train, and improve AI models with real human judgment. For AI labs it supplies expert human data, evaluations, rubrics, and edge-case calibration; for companies it offers AI-readiness assessments, an AI recruiter, an AI Academy, and experts-in-the-loop. Founded in 2023, it has grown to 500+ vetted professionals serving over 50 clients, with a deliberately European posture built around verified identity, GDPR-conscious workflows, and an eIDAS2-ready trust layer. For a PM it is an early-stage, mission-driven take on the human-data layer behind frontier AI.

1mind builds AI-powered sales agents for B2B revenue teams. Its platform creates autonomous digital representatives that qualify inbound leads, deliver live product demos, handle objections, and book meetings around the clock. The company serves enterprise customers including HubSpot, Samsara, ZoomInfo, and New Relic. Founded in 2024, 1mind has grown rapidly with $40 million in total funding and positions itself at the intersection of AI and sales automation.

6sense is a B2B revenue intelligence platform that helps sales and marketing teams identify accounts showing buying intent before those accounts ever fill out a form. It analyzes dark funnel data — anonymous web activity, keyword searches, third-party signals — to surface which companies are in-market and predict where deals are likely to land. Serving enterprise go-to-market teams, it integrates deeply with Salesforce, HubSpot, and major ad platforms. The company has raised over $500M and competes with Demandbase at the top of the account-based marketing market.

AirOps is a growth platform that helps marketing teams optimize their visibility across AI search engines like ChatGPT, Perplexity, Gemini, and Google. The platform tracks citations, monitors share of voice, and deploys an AI agent called Quill to execute content strategy, from refreshing existing pages to identifying content gaps and managing off-site mentions. Customers include well-known B2B brands like Ramp, Carta, Webflow, and Apollo. AirOps targets growth and marketing leaders who need to scale content production without losing brand voice, sitting at the intersection of SEO and the emerging AI search landscape.

Amplo (formerly Veruna) builds a modern agency management system for independent insurance agencies, replacing legacy tools that rely on duplicate data entry and disconnected workflows. The platform unifies sales, service, and operations into a single system, automating data translation between clients, carriers, and partners so teams spend less time on manual work and more time advising. Built on an AI-native foundation, Amplo is designed from first principles to modernize infrastructure the insurance industry has relied on for decades. The company values transparency and customer-centricity, and is actively hiring a small team to tackle a large, established market.

Ascertain builds AI agents that automate healthcare administrative work — prior authorizations, referrals, eligibility checks, discharge planning, and care coordination — across the systems provider groups and health plans already use. The product targets specialty practices, primary care, behavioral health, value-based organizations, and health systems, and is sold on the promise of measurable ROI inside 90 days. Customers include Northwell Health, The Oncology Institute, and Cardiovascular Associates of America, with case studies citing 67% faster authorization submissions and 80% fewer clicks. The NYC-based team is led by operators from Mass General Brigham, Amazon, and Butterfly Network, and emphasizes human-in-the-loop review and auditability — a useful position for a PM working on agentic workflows in a regulated space.

Attio is an AI-native CRM built for revenue teams, where autonomous agents prospect, enrich and score leads, brief meetings, flag at-risk deals, and draft upsell and renewal plays around the clock. It connects to your inbox, calendar, and tools like Slack, Linear, Notion, and Clay, then builds itself around your business rather than making you configure it. The company positions this as agentic revenue, and offers an SDK, API, and MCP support so teams and agents can build on top of it. Attio serves over 30,000 customers, including Notion, OpenAI, and Linear, and is a small team of 130-plus builders, so PMs work close to the product in a fast-shipping environment.

Aveni builds AI tools for the UK financial services industry, focused on wealth management, financial advice, and compliance. Its two main products are Aveni Assist, an assistant that joins adviser client calls to automate CRM updates, suitability reports, and follow-ups, and Aveni Detect, which reviews calls and documents for compliance and flags vulnerable or high-risk clients. The company works with large UK financial firms including Lloyds Banking Group, Nationwide, Schroders, and Aviva, and has built FinLLM, a suite of language models trained specifically on UK financial services data. Based in Edinburgh, it pairs NLP research with financial services expertise and is actively hiring across engineering and partnerships.

Avo (AvoMD) builds AI-powered clinical copilots that sit inside a hospital's existing EHR, combining patient data with trusted medical knowledge bases to help doctors chart, document, and make care decisions faster. Its products include an AI scribe for ambient documentation, chart assistants for admission and discharge workflows, and an EHR-integrated AI consult chatbot, with a pitch around reducing clinician burnout and improving revenue-cycle documentation. It sells to health systems and hospitals and counts VCU Health, Loma Linda, and Marathon Health among customers. Founded by an internal-medicine physician and clinical informatician, it is a small, clinician-led startup, which means a PM here works closely with practicing doctors on high-stakes healthcare workflows.

Casper Studios is an AI product agency that helps companies design, build, and deploy custom AI solutions. The team of product managers, designers, and engineers works across verticals including financial services, healthcare, media and entertainment, and enterprise. Clients range from large PE funds and asset managers to health insurance providers. Founded in early 2023, Casper Studios has grown to around 35 employees and appears to be bootstrapped, funding growth through service revenue rather than venture capital. The agency model offers PMs exposure to a wide variety of AI product challenges across industries, with a hands-on, ship-focused culture.

Chalice Custom Algorithms is an ad-tech company that lets brands build and run their own AI models for real-time ad buying. Its platform handles data ingestion, predictive analytics and custom bidding logic across the major demand-side platforms, Meta and YouTube. It is a small team, founded around 2020, working with advertisers who want their own data to drive decisioning rather than a one-size-fits-all black box. PMs here shape a product where machine learning is the core offering.

Clarium builds an AI-powered supply chain platform for hospitals, unifying data across systems of record and supplier networks to flag disruptions, manage substitutes, and optimize procedure cards in the OR. Its Astra OS already serves major health systems like Yale New Haven, Geisinger, Stanford Medicine, and Ochsner, covering over $100B in net patient revenue. Founded in NYC at the height of COVID in 2020 after watching hospitals struggle to secure basic PPE, the team has raised $43M+ and operates US-based. Culture leans on Amazon-style leadership principles around ownership, delivering results, and earning trust.

CoreWeave is a specialized GPU cloud provider that gives AI and machine learning teams access to large clusters of Nvidia GPUs for training and inference workloads. It was purpose-built for compute-intensive AI jobs that don't fit well on general-purpose clouds like AWS or GCP, offering faster provisioning, better GPU availability, and configurations tailored for ML infrastructure. The company has grown explosively as demand for GPU compute has surged with the generative AI boom, and raised over $7B at a valuation exceeding $19B heading into its 2024 IPO. CoreWeave serves major AI labs, enterprises, and research institutions that need dedicated high-performance compute.

Coverbase is an agentic AI platform for third-party risk, security, and procurement. Instead of having analysts chase vendors through questionnaires and email, it pulls evidence directly from vendors and validates it against a customer's own controls, spanning six stages of the vendor lifecycle: intake, zero-touch assessments, a risk assessment copilot, continuous monitoring, inspection, and contract management. It targets risk-aware industries like finance, insurance, fintech, and healthcare, with customers including Nationwide, Coinbase, Okta, and Navy Federal. Founded in 2023 in San Francisco by a team from Google, Stripe, Waymo, and Unit21, it's an early-stage, AI-first startup where a PM would help shape agentic workflows that compound as the system learns a team's risk logic.

CruxOCM builds autonomous control software for industrial control rooms, primarily oil and gas pipelines and gathering systems. Rather than recommending actions, its pipeBOT and OPT products execute operating procedures directly against validated physics models while operators keep authority and a full audit trail, which the company says lifts throughput 2-7% on existing infrastructure. Customers include North American midstream operators such as ONEOK, Enbridge, Phillips 66 and Energy Transfer. Founded in 2018 in Calgary by two control engineers, it stays small and is backed by Microsoft's M12 fund. This is a PM job about earning trust in a setting where a wrong action is a safety event.

Daloopa is an AI-powered financial data platform that extracts structured, source-linked fundamental data from SEC filings and earnings transcripts, covering 5,500+ public companies globally. Investment analysts at hedge funds, mutual funds, and bulge bracket banks use it to build and update Excel models in a fraction of the time, with each data point hyperlinked to its original source for auditability. The platform also serves as AI data infrastructure for companies like Anthropic, OpenAI, and Perplexity. Founded by a former equity research analyst and two engineers, Daloopa recently raised a $47M Series C led by Brighton Park Capital and has grown to around 475 employees across six continents.

Dandelion Health is a clinical intelligence platform for life sciences, built on a multimodal real-world data infrastructure spanning over 70 hospitals and 15+ million patients, including unstructured clinical notes, imaging, and waveform data. Its products help pharmaceutical companies design smarter trials, discover biomarkers, validate clinical AI algorithms against diverse populations, and generate real-world evidence. Customers include major global pharma companies and partners like the American Heart Association. The company is small and early-stage, raising a $14M Series A in 2026 to grow its commercial, scientific, and engineering teams.

Drivetrain is an AI-native FP&A platform for finance teams that have outgrown spreadsheets and legacy planning tools. Finance users build forecasts, budgets, headcount plans, and scenarios using Excel-style formulas alongside AI agents that update models, explain variances, and trace every number back to its source across connected systems like NetSuite, Salesforce, QuickBooks, and ADP. It targets CFOs and finance teams at growing companies, positioning finance as a strategic partner to leadership, and it can surface live financial data inside tools like Claude and ChatGPT via MCP. Founded by ex-Google leaders and backed by Elevation Capital and Jungle Ventures, the company runs with teams distributed around the world.

Edia is an AI platform for K-12 school districts that ties together math tutoring, attendance interventions, and district-wide analytics into one workflow for teachers and administrators. It unifies data from SIS, LMS, behavior, and wellness systems to flag struggling students earlier, with reported impact of 8-23% math score gains and up to 30% reductions in chronic absenteeism. The product is in 200+ districts reaching 500K+ students, with case studies from Celina ISD, Springfield Public Schools, and Farmington. Headquartered in San Francisco, Edia sells directly to districts — a long-cycle, outcomes-driven sales motion that's distinctive among ed-tech tools.

Ellipsis Health builds Sage, an emotionally intelligent AI voice agent that makes autonomous care-management calls for health plans, health systems and specialty care — enrollment and benefits checks, health risk assessments, discharge and outcomes surveys, and routine patient follow-up. It's trained on millions of clinical conversations via the company's proprietary Empathy Engine, and customers include CVS Health, Optum, Duke Health, Nemours and Virta. Founded in San Francisco, the company raised a $45M Series A in 2025 led by Salesforce Ventures, Khosla Ventures and CVS Health Ventures. The team is small — roughly 50–60 people, globally distributed — for a product deployed inside some very large healthcare institutions.

Ema builds AI-powered "universal employees" for enterprise HR, IT, and finance workflows, automating tasks like recruiting, onboarding, IT support, and payroll through agentic AI. The platform uses EmaFusion, a proprietary model orchestration layer that combines 100+ AI models in real time for higher accuracy at up to 20x lower cost than single-model approaches. Ema integrates with 250+ enterprise systems and deploys in days, with on-prem and air-gapped deployment options plus SOC 2 Type II and ISO 42001 compliance. Founded in 2023 by the former CPO of Coinbase and a VP of Engineering from Okta, the company counts the CEOs of Snowflake, Roblox, and Eightfold.ai among its investors.

Flagler Health builds an AI-native operating system for musculoskeletal (MSK) care, automating the clinical and administrative workflows that burden medical practices. The platform handles patient engagement, revenue cycle management, referral scheduling, care management, and a 24/7 AI call center, all running inside providers' existing EMRs without requiring new logins or portals. Founded in 2023 by physicians and healthcare operators, Flagler is trusted by over 100 partner practices and 10,000 providers nationwide. The company raised a $50M Series B in August 2026, bringing total funding to $63M. For PMs, this is a deeply vertical healthcare product where AI drives every layer of the stack, from triage to billing.

Focal Systems uses AI-powered shelf cameras and computer vision to give grocery and retail stores real-time visibility into product availability, planogram compliance, and workforce efficiency. The platform has over 299,000 cameras deployed, processing 39 million shelf scans per day, and is used by retailers including Morrisons and ShopRite. Founded in 2015 out of Stanford's Computer Vision Lab, the company is backed by investors including Kleiner Perkins and Point72 Ventures. Focal won In-Store Technology of the Year at the 2026 Retail Systems Awards and was named Confluent's inaugural Data Streaming Startup of the Year.

HiddenLayer builds a security platform for artificial intelligence, protecting the models and AI applications that companies increasingly embed into their products and workflows. Its platform covers AI discovery, supply chain security for third-party and open-source models, attack simulation, and runtime protection across agentic, generative, and predictive AI. The work is grounded in patented technology and adversarial AI research, and it sells to enterprises that need to secure AI they often did not build themselves. Backed by investors including Microsoft's M12 and IBM Ventures, the Austin-based team is remote and mission-driven, which makes it a strong fit for a product manager who wants to work at the intersection of AI and cybersecurity.

Horizon3.ai makes NodeZero, an autonomous penetration testing platform that continuously and safely runs real attack techniques against production environments to show security teams what's actually exploitable — then verifies fixes. The customer list skews to high-stakes buyers: the NSA, four of the Fortune 10, global governments, and large healthcare providers, with 5,000+ organizations total. Founded in 2019 by former US Special Operations cyber operators, the company raised a $100M Series D in 2025 and has been recognized as one of the fastest-growing security companies in the US. Offices in San Francisco, Chicago, and Amsterdam, with hybrid and remote roles globally.

Inspiren builds an AI-powered ecosystem for senior living communities that ties together resident safety, care planning, staff coordination, and emergency call into one platform. Using real-time sensing and data, it helps care teams prevent falls, respond faster to incidents, and keep care plans accurate, with operators citing outcomes like fewer falls and higher occupancy. Its customers are senior living operators, and the company sells on clinical and financial results, including a clinician-led success team and fast go-live. Founded by a former Green Beret turned nurse, Inspiren raised a $100M Series B in 2025 led by Insight Partners, bringing total funding to $155M. For a PM, it is an AI-first product where sensor data meets real clinical care.

K1x is a patented AI-powered platform that automates the extraction, validation, and delivery of Schedule K-1, 1099, W-2, and 990 tax data for private markets. Accounting firms, family offices, fund admins, and tax-exempt organizations use it to eliminate manual data entry and compress busy season cycle times. The company serves 44 of the top 100 institutional investors and 20 of the top 25 accounting firms. K1x raised $175M in growth funding in April 2026 led by Sumeru Equity Partners, with Edison Partners participating for the third time. Named a Fast Company Most Innovative Companies 2025 honoree.

Keycard is an identity and access control plane for AI agents — it gives an agent a verifiable identity, issues short-lived credentials scoped to the task at hand, enforces policy at the moment access is requested, and logs every tool call to a queryable audit trail. The problem it solves is that agents today inherit a human's full token, so nothing can scope, revoke, or trace what they did. It sells to engineering and security teams putting agentic workloads into production, and integrates with existing identity infrastructure like Okta and SPIFFE. Founded by former Snyk and Okta leaders, it came out of stealth in October 2025 with $38M and hires remotely across the US.

Kody is an agentic commerce platform that combines point-of-sale, ordering, payments, analytics, and financing tools for hospitality and retail businesses with physical locations. The platform serves major enterprise clients including Hyatt, Rosewood Hotels, Accor, and MINISO, processing nearly $1 billion in payments annually. Formerly known as KodyPay, the London-headquartered company raised a $20M Series A and has around 50 employees across the UK, Europe, Hong Kong, and Singapore. Kody uses AI to power its commerce infrastructure, positioning itself at the intersection of payments and agentic AI.

Komodo Health is a healthcare intelligence platform that combines real-world patient data with AI to serve life sciences companies and financial services firms. Its Healthcare Map links over one trillion records covering 330 million de-identified U.S. patients, refreshed daily, while its Marmot AI layer delivers reproducible, auditable analytics for clinical research, commercial strategy, and market access. Customers include Novo Nordisk, Alnylam, and Merck, who use the platform to compress study timelines from months to days. Founded in 2014, Komodo has raised over $500M including a $220M Series E at a $3.3B valuation. The company holds CMS Qualified Entity certification and employs roughly 750 people.

LanceDB is an open-source, AI-native multimodal lakehouse that consolidates raw data, embeddings, and features into a single table for curation, feature engineering, retrieval, and large-scale model training. It's used by AI labs and infrastructure teams at Midjourney, Runway, Character.AI, Harvey, World Labs, ByteDance, and Databricks to avoid stitching together separate feature stores, search indexes, and Spark jobs. Founded in 2021 and based in San Francisco, the company is YC-backed and raised a $30M Series A in mid-2025 led by Theory Ventures. Open-source downloads have crossed 20 million.

Lark Health is a digital health company whose core product is an AI coach that delivers 24/7 text-based chronic-disease prevention and management, spanning weight loss, prediabetes with a CDC-approved Diabetes Prevention Program, type 2 diabetes, hypertension, and GLP-1 medication support. Members receive connected smart devices such as scales, glucometers, and blood pressure monitors that sync to the app, and the service is typically $0 through eligible insurance, sold to health plans and employers. Founded in 2011 by Julia Hu with collaborators from Stanford, Harvard, and MIT, it pairs the AI coach with clinical and behavioral-science teams and pursues published outcomes and ROI data. The team is fully remote across the US, which suits a PM drawn to AI-driven virtual care at consumer scale.

Lirio is a patient-engagement platform that combines behavioral science with agentic AI to send individually tailored health nudges, a technique it brands Precision Nudging. Its customers are healthcare organizations like health systems, payers, life sciences companies, and retail pharmacies that use Lirio to close care gaps, boost enrollment, and improve outcomes such as vaccination and medication adherence. The platform layers onto an organization's existing CRMs, data warehouses, and marketing tools rather than replacing them, and the company says it delivers over 400 million nudges a year. Based in Knoxville, Tennessee, Lirio is a good fit for a PM interested in behavior change, personalization at scale, and applied AI in a regulated healthcare setting.

Littlebird is a desktop AI assistant that passively learns from your screen and meetings, building a running memory of your work so you can ask it anything or have it draft emails, docs, and recaps grounded in your actual context rather than a blank-slate chatbot. It runs on Mac and Windows (plus iOS and Android) with no integrations or setup required, and ties together fragments like a Slack thread, a call decision, and a doc you're editing into one picture. The product is consumer/prosumer and free to download, with a privacy stance that it never sells data or trains models on it. Founded by Alap Shah, Alexander Green, and Naman Shah, it raised an $11M seed in 2026 led by Lotus Studio and is still a very small, early-stage team.

Luminary is an AI-powered estate planning platform built for wealth advisors, family offices, and attorneys working with high-net-worth clients. The software uses proprietary AI to transform static trust and estate documents into structured digital records, enabling dynamic visualizations, what-if analyses, and collaborative planning workflows. Luminary claims to reduce client case preparation time by up to 80% with over 90% data extraction accuracy. The platform is used by firms like BNY, Focus Financial Partners, and Carson Wealth. Founded in 2022 and based in New York, the company is early-stage with about 30 employees and backed by 8VC.

Lyrebird Health makes an AI medical scribe that listens in the background during a consultation and drafts the clinical note in the practitioner's own style, then pushes it into the medical record. It goes further than note-taking, generating referral letters, certificates, care plans and the specific Australian paperwork clinicians dread, including CCMPs, MHTPs, Centrelink, WorkCover and NDIS forms. Customers are GPs, specialists, allied health providers and clinic groups, sold by subscription with a 14-day trial. Founded in Australia in 2023, it raised a $12 million round in 2025 to expand into the UK and Middle East. The interesting product problem is depth of EMR integration, with exclusive hooks into Best Practice and Genie/Gentu, plus onshore data handling and a no-training-on-your-data policy.

Mechanical Orchard is an AI-native company that modernizes critical legacy systems, especially aging mainframes, without the big-bang risk that usually comes with rewrites. Its platform Imogen uses AI agents to translate legacy code into modern cloud code while continuously verifying that outputs don't change, so risk never accumulates. It sells to large enterprises like Fortune 500 retailers and Fortune 100 healthcare and automotive companies, and touts compressing multi-year migrations into months. Founded in 2022 by Rob Mee, who previously built Pivotal Labs and led Pivotal Software to a $2.7B VMware acquisition, the team includes many Pivotal alumni and carries that Extreme Programming, pairing, test-driven culture. It raised a $50M Series B led by Alphabet's GV in 2024.

Modular provides a unified inference stack that allows developers to run and deploy AI models across various hardware including NVIDIA, AMD, Intel, ARM, and Apple Silicon. The platform optimizes the entire pipeline from custom GPU kernels to production cloud serving for text, image, and audio applications. They serve high-performance computing needs with an open-source stack and offer a mix of remote and hybrid work options. The team emphasizes a blameless culture where employees are encouraged to take risks, act like owners, and maintain a healthy work-life balance.

NetBrain makes software that automates network operations for large enterprises, mapping live network context and running governed AI agents that diagnose and fix incidents. It describes its approach as Agentic NetOps and says it serves about a third of the Fortune 100 and Fortune 500. The company has offices in Boston, London, Hyderabad, Beijing, and Toronto, and a team of roughly 400. Blackstone Growth made a majority investment in 2025. For a PM, the work centers on turning deep, messy network data into automation that engineers trust enough to let act on their own.

Netomi is an enterprise agentic AI platform for customer experience, giving support and CX teams one place to build, test, deploy, monitor, and continuously improve AI agents across chat, email, voice, SMS, and social. Its pitch is being production-ready 'after the pilot,' with built-in guardrails, auditability, and compliance (SOC 2, HIPAA, GDPR) so it can slot into existing CRM and ticketing stacks without a rip-and-replace, and can bring your own LLM. It serves Fortune 500 brands like Delta, United, MetLife, the NBA, and DraftKings at very high interaction volumes. Founded by former Wall Street engineer Puneet Mehta, Netomi raised a $110M Series C in 2026 led by Accenture Ventures, with backers including Adobe and WndrCo.

Nirvana Insurance is an AI-powered commercial trucking insurer that uses telematics data and predictive models built on over 32 billion miles of driving data to offer fairer pricing and upfront safety discounts to fleet operators. The company serves both large fleets and owner-operators, providing auto liability, physical damage, general liability, and motor truck cargo coverage backed by an A.M. Best A rating. Since issuing its first policy in 2022, Nirvana has grown rapidly to a $1.5 billion valuation with over $260 million in total funding. The team spans the US, Chile, and India with a remote-friendly, collaborative culture focused on modernizing an industry the founders see as fundamentally broken.

Ocient builds OcientAIQ, a petabyte-scale unified data platform that runs AI and analytics directly on massive enterprise datasets without moving data across fragmented systems. It targets organizations with the largest and most complex data problems, including telecom, government, advertising, and security, and counts In-Q-Tel, Dun & Bradstreet, and Amdocs among its partners. Founded in 2016 by the team behind Cleversafe (acquired by IBM), the company has doubled revenue several years running and emphasizes sustainable, energy-efficient infrastructure. The team is remote-first and craft-driven, which could appeal to a PM who wants to work on hard, high-scale data and AI infrastructure for mission-critical enterprise and public-sector customers.

OfficeSpace provides an all-in-one workplace management platform designed for facilities and real estate teams to manage space planning, employee experience, and asset management. The platform serves over 2,000 global teams, including major organizations like the New York Times and Airbnb, by replacing fragmented tools with a unified system powered by AI agents. The company fosters a human-first, AI-accelerated culture that prioritizes growth, impact, and peer recognition. Employees can expect a modern, flexible work environment built on trust and a focus on high-quality outcomes.

Ottimate (formerly Plate IQ) is AI-powered accounts payable automation for finance teams, handling the full invoice lifecycle from capture and GL coding to approval routing and vendor payment. Its AI reads invoices in many formats with high accuracy, matches them against POs and receipts, and flags anomalies, overpayments, and potential fraud, targeting AP managers, controllers, and CFOs. Founded in 2014 to serve restaurants and now used across industries by roughly 3,000 customers, it processes tens of millions of invoices and tens of billions in payables annually. Ottimate is a primarily remote organization with offices in the Bay Area, Bengaluru, and New York, so a PM here would work on a mature, high-volume fintech product with deep learning at its core.

Overstory provides AI-driven vegetation intelligence to electric utilities, combining high-resolution satellite imagery with proprietary models to predict where trees and vegetation threaten power lines. Utility operations teams use it to target pruning, prevent wildfires, and reduce outages, shifting from reactive maintenance to risk-based grid resilience. The company serves six of the ten largest utilities in the Americas and closed a $43M Series B in late 2025 led by Blume Equity with Energy Impact Partners and existing climate-tech investors. The team is roughly 100-150 people distributed across multiple continents and sits at the intersection of climate, geospatial AI, and critical infrastructure.

Parallel Domain builds a platform that generates photorealistic synthetic data and simulation environments to train and validate perception systems for autonomous vehicles, robotics, and AI. Their tools let engineering teams create high-fidelity digital twins and produce diverse, labeled datasets without extensive real-world data collection, significantly accelerating computer vision development. Customers include autonomous vehicle developers and robotics companies that need massive volumes of training data at scale. For product-minded people, this is a compelling space where simulation quality directly determines whether safety-critical autonomous systems can ship.

Pika is an AI creative platform for making video, images and audio, with its own models alongside third-party ones in a single app. Ad creatives, editors, marketers and filmmakers use focused tools such as Video Studio, Color Grade, Extend Video and Product Shot to go from an idea to finished output. It was founded by two former Stanford AI PhD students and raised an $80M Series B in 2024. The team is around 100 people. The product is built as a set of simple, self-contained apps rather than one overwhelming editor, which makes the product choices interesting.

Procurement Sciences makes Awarded AI, an AI-native platform that helps government contractors find federal, state, local, and education opportunities and run the full bid lifecycle — capture planning, proposal drafting, competitive intel, compliance, and contract management. Customers include large GovCon primes like Teledyne, LMI, Red River, and Chenega; the company says it has assisted on over $100B in awards and operates with FedRAMP Moderate, SOC 2 Type 2, and GovCloud options. In late 2025 it raised a $30M Series B led by Catalyst Investors (with Battery, Bosch Ventures, Citi) and acquired HigherGov to expand market intelligence. Founded by a military veteran, the team grew from ~16 to 70+ in about 15 months and is hiring aggressively across engineering and AI research.

Prophet Security builds an agentic AI platform for security operations centers: a set of agents that investigate every alert with senior-analyst depth, hunt for threats detections miss, and tune detection coverage against MITRE ATT&CK. Customers include Instacart, Udemy, Compass and Penske, and a human expert team reviews malicious determinations 24/7 behind the AI. Founded by operators from Mandiant, Red Canary, Red Hat, Symantec and Oracle, it came out of stealth in 2025 and raised a $30M Series A led by Accel with Bain Capital Ventures, Citi Ventures and Amex Ventures. The team is still small, so product work sits very close to the founders and to real SOC workflows.

Quadrivia builds Q, a comprehensive AI clinical assistant that handles repetitive healthcare workflows like lab follow-ups, post-op check-ins, and patient outreach calls. The system pairs AI with human clinicians in a managed-service model, claiming 99.96% clinical accuracy and a 98.7% empathy pass rate across live patient interactions. Founded in 2023 by Ali Parsa (previously behind Babylon Health), the company serves health systems, provider groups, payors, and pharma companies in the US and UK. It deploys in hours and positions itself as a workforce multiplier rather than a standalone tool.

R1 RCM handles revenue cycle management for hospitals and health systems, the back-office work of verifying insurance, coding claims, and collecting payments that determines whether a provider actually gets paid. Its Phare platform pairs AI agents with human operators to automate patient intake, claim coding, and denial follow-up, and the company says it partners with 95 of the top 100 US health systems and has automated over 200 million tasks. R1 works through long-term operating partnerships as well as newer agentic-solution engagements, and runs an internal AI lab called R37 focused on moving the industry toward real-time claim adjudication. Remote work varies by role, so PMs should read job descriptions closely.

Raspberry AI is a generative AI platform built for fashion creatives, letting designers and marketers visualize trends, fabrics, trims, prints, stitch details, and silhouettes, then turn them into product and campaign imagery. It sells to apparel, footwear, sportswear, accessories, and home brands, with customers including Adidas, Levi's, Columbia, Polo, and Rag & Bone. The New York company raised a $24M Series A led by Andreessen Horowitz in 2025, and PMs there work on models and workflows tuned to one industry's vocabulary rather than general-purpose image generation.

Rentana is an AI-powered revenue intelligence platform for multifamily property owners and operators. It provides predictive pricing, renewal optimization, lease expiration management, and automated reporting to help maximize rental revenue. Founded in 2023 by a team with backgrounds at Stripe, Airtable, and Airbnb, the company raised a $5 million seed round in 2025 and has around 20 employees. Rentana positions itself as a modern alternative to legacy rent optimization tools, with a focus on transparency and data-driven decision-making.

Sekai is a consumer mobile app that the team describes as TikTok for mini-apps: an infinite feed of playable interactive posts (mini-games, utilities, polls, choose-your-path cards) that users open instantly, and a generative-AI creation flow that lets anyone describe a mini-app in natural language and publish a playable Sekai in seconds. The product leans heavily on remixing, with creators forking each other's mini-apps to ride trends, and claims 1M+ players and creators. The company is remote-first, AI-native, and offers competitive salary plus equity and full medical benefits. PMs joining at this stage get strong ownership and a chance to shape a new consumer category early. Open product and technical roles are US-remote.

Sift Healthcare builds AI software that helps hospitals and health systems get paid correctly by predicting and preventing insurance claim denials before they happen. Its RevProtect platform pulls together clinical, authorization, coding, and payment data to flag reimbursement risk and push next-best actions into the worklists that utilization review, coding, and patient financial services teams already use. The company sells to health systems and their revenue cycle partners, and says its intelligence is deployed across 88 health systems. Founded in 2017 and backed by a Series B round, Sift sits at the intersection of healthcare payments and applied machine learning, a good fit for a PM who wants to work on gnarly, high-stakes data problems.

SimpleStudy is an AI-powered exam preparation platform that provides revision notes, past papers, quizzes, and study tools to secondary school students in Ireland and the UK. The platform uses adaptive learning, gamification, and AI personalization to help students prepare more effectively for major academic exams, with over a million students currently on the platform. Based in Cork, Ireland, the company has been featured by the Irish Times and Silicon Republic and backed by programs like Google for Startups and NDRC. The small team has a casual, mission-driven culture and is expanding into new markets including Scotland.

Standard Bots builds AI-native industrial robots aimed at making automation affordable and easy enough for both Fortune 500 factories and small independent machine shops. Its flagship six-axis robot arm is pitched as easier to program than legacy options from the likes of Universal Robots and Kuka, and customers include NASA, Amazon, Verizon, and Lockheed. The robots are designed and assembled in-house in Glen Cove, New York, with a stated goal of full US manufacturing by 2027. The team comes from companies like NASA, Meta, Google, Stripe, and Rivian, and product sits at the center of a hard hardware-plus-software problem, so PMs here own the intersection of physical machines and the software that controls them.

Surge AI provides human-generated training data for AI labs, including expert-written and expert-reviewed data, benchmarks, and reinforcement learning environments, with a workforce of domain experts behind it. Its customers are companies building frontier models, and it also sells off-the-shelf datasets and RL environments. Public reports describe a company that grew without outside capital, though recent coverage mentions a first raise in talks. The mission pitch is unusually philosophical, about raising AGI with the richness of human intelligence rather than just making it smart. For a PM, the interest is a marketplace and tooling business where data quality is the product.

System is a company working in technology, but limited public-facing content was available at the time of scraping. Based on available information, the specific product and market are not clearly confirmed. Only a brief description is possible given the thin available content. The company has minimal public visibility at this time.

Tala is a digital financial services company that gives underbanked customers in emerging markets access to credit, money movement, and savings through a mobile app, with a cash-out network for markets where physical cash still matters. Its core is an AI-native underwriting engine built specifically for thin-file borrowers in informal economies rather than adapted from legacy credit systems, trained on more than a decade of repayment data across markets like Kenya, Mexico, the Philippines, India, and Vietnam. Founded in 2011, Tala has deployed over $8B to more than 14 million customers and is now opening its credit intelligence as infrastructure for partners and capital providers to build on. The team is remote-first and globally distributed, with offices from Nairobi to Mexico City, which makes it an interesting fit for a PM drawn to financial inclusion at scale.

tem is rebuilding how business electricity is bought and sold, running an AI-native transaction engine (Rosso) and a neo-utility called RED that connects companies directly with renewable generators and strips out the markups baked into wholesale energy markets. Customers get line-by-line transparent bills based on half-hourly meter data, savings of up to 30 percent, and more stable pricing, while generators capture more of what buyers pay. The London-based company reports over 6,000 sites now running on RED. For a PM, it is an unusually data- and ML-heavy environment, with much of the team focused on pricing, analytics, and transaction infrastructure rather than a conventional utility playbook.

Teton.ai builds an AI-powered resident monitoring platform for senior living communities and hospital wards. Privacy-by-design computer vision sensors track room activity in real time with no wearables or calibration, feeding care staff live alerts, sleep and mobility data, and early risk flags, plus a care-team AI agent called Samwise that answers questions from monitoring data on shift. Operators get portfolio analytics and activity-based acuity billing that ties payments to care actually delivered. Founded in 2020 and based in Copenhagen, the company says around 10,000 senior living staff use the product, and serves customers across Europe and the US. For a PM, it is hands-on healthcare AI where computer vision and frontline workflows meet operator economics.

Troveo AI sources and licenses non-public, real-world video, audio, and multimodal data to frontier AI labs for model training. It runs a global network of over 7,000 data providers, including media brands like Barstool Sports, Sinclair, and 100 Thieves, and offers more than 100 training-ready datasets spanning video, audio, robotics, gaming, and text, either off the shelf or sourced to a custom brief. The customers are AI model builders who need rights-cleared data that isn't available on the open internet, and Troveo has paid out over $20 million to content owners. Founded in 2023 and headquartered in Austin, it's an early-stage team building data infrastructure at the center of the AI training-data market.

Unframe is a managed enterprise AI platform that helps large companies turn specific business problems into production-grade AI solutions in days rather than months. Its 'Framery' OS handles agent orchestration, unstructured-data context, and cross-system integration — pitched to Fortune 500 buyers in finance, healthcare, manufacturing, retail, and real estate, with customers like Cushman & Wakefield and NZZ. Founded in 2024 by former Noname Security executives, the company has raised $100M total (most recently a $50M Series B led by Highland Europe) and crossed $100M in TCV within twelve months. The team is global, with offices in California, Tel Aviv, and Berlin, and is hiring aggressively against a measurable-ROI pitch.

Origin is an all-in-one personal finance app that connects a user's accounts to track spending, net worth, and investments, then layers on budgeting, forecasting, tax, and estate planning. Its centerpiece is an AI financial advisor that answers money questions with personalized, data-grounded advice, which the company describes as the first SEC-regulated AI advisor with full-context reasoning, backed where needed by CFP professionals. Origin sells directly to consumers (100k-plus users) and also to employers as a financial-wellness benefit, and supports shared accounts for couples. Founded in San Francisco and backed by investors including Founders Fund, General Catalyst, and Felicis, it raised a $56M Series B at a $400M valuation. For a PM, it's a consumer fintech where AI advice, account aggregation, and a regulated wealth-management layer all intersect.

Valence builds an AI-powered coaching and team development platform for enterprise organizations. Its flagship product, Nadia, delivers personalized leadership coaching through conversational AI and has facilitated over one million coaching conversations at companies like Delta Air Lines, Kraft Heinz, and General Mills. The platform also includes tools for team development, manager enablement, and performance management. Featured in Harvard Business Review for its approach to driving behavioral change, Valence serves global enterprises looking to scale leadership development beyond traditional one-on-one coaching.

Verantos generates high-validity real-world evidence for life sciences companies, regulatory agencies, and academic medical centers. Its AI-powered platform extracts and enriches clinical variables from unstructured electronic health records, medical claims, and disease registries, producing research-grade datasets at a scale that manual curation cannot match. Customers include top-tier pharma firms like Amgen and Bayer, as well as the FDA, NIH, and NSF. Based in Silicon Valley with roughly 60-80 employees, Verantos has been recognized on both the Deloitte Fast 500 and Inc 5000 lists, and the company helped shape federal policy through Congressional testimony on the 21st Century Cures Initiative.

Yendo offers a credit card secured by the equity in a borrower's vehicle rather than their credit score, giving underserved consumers up to $10,000 in revolving credit with 1.5% cashback and reporting to the three major bureaus to help build credit. Applicants get a pre-approval decision in about a minute and a virtual card within 15 minutes, with proprietary AI handling underwriting, asset verification, and lien filing that would normally take legacy lenders weeks. The Dallas-based company is expanding from vehicle-secured lending toward a broader AI-powered digital bank aimed at Americans overlooked by traditional finance. It raised a $50M Series B in late 2025 with backers including Mark Cuban, and frames its mission around financial equity.

Hipp Health builds an AI-native platform for running behavioral health practices, with an initial focus on Applied Behavior Analysis (ABA) providers who serve patients in clinics, homes, and the field. It bundles care management, scheduling, real-time data collection, AI-assisted clinical notes calibrated to payer requirements, live session streaming for supervising clinicians, and compliant billing into one system, aiming to cut the administrative load that eats into provider time and drives burnout. The product sells to practice owners, clinicians, and admins on a HIPAA-compliant foundation. Founded by alumni of Workday, Pipe, and Uber, the company is early stage and building out its San Francisco team, which makes it a place where a PM could shape a young product in a heavily regulated, underserved corner of healthcare.

Oath is a financial proof platform that continuously verifies a company's numbers rather than checking them once a year the way a traditional audit does. It operates as an AI-native audit and accounting firm, running alongside the software that produces financial data and aiming to automate a large share of routine verification so professionals can focus on judgment. Its customers are venture capital and private equity funds, employee benefit plans, nonprofits, and other private companies and funds that need trustworthy, traceable financials. Founded recently and backed by seed investors, it is an early-stage team pairing deep technology with credibility inside the regulated audit profession.

TENEX.AI runs an AI-native, human-led security operations center, offering managed detection and response that uses domain-specific AI to triage every security alert in under a minute, then hands the highest-priority threats to human analysts. It manages Google and Microsoft security operations platforms for customers ranging from mid-sized businesses to the Fortune 500, priced by data volume. Founded by leaders who previously built Google's largest cybersecurity partner, the company is backed by Andreessen Horowitz and Shield Capital. Its culture is explicitly pro-AI, framing the technology as amplifying analysts rather than replacing them. For a PM, it is an AI-first cybersecurity services product scaling quickly.

fullthrottle.ai is an advertising technology platform for brands and agencies that combines audience identification, omnichannel activation and measurement in one place. It positions itself as an easy button for AdTech, tying campaigns to measurable return. The scraped pages give little detail beyond that, so customer mix and scale are unclear.

IV.AI offers data, algorithms, and software systems for decision intelligence, aimed at large enterprises. Its homepage lists customers such as Netflix, Uber, Capital One, Walmart, and Disney. It is a small Los Angeles-based team.

Katapult Labs is an AI-native product building partner that embeds senior engineering and design squads directly into founding teams. Rather than operating as a traditional dev shop, the company acts as a strategic co-builder, taking projects from idea to shipped product at accelerated timescales. Offerings span zero-to-one product development, team augmentation, and agentic transformation for companies modernizing their workflows. The team of approximately 50 senior engineers and designers is based in Colombia and aligned to U.S. time zones, led by cofounders with 15+ years of experience building and investing in software companies.

Korza is an AI-native services company that combines engineering, product management and business consulting to build custom AI applications, agents and data platforms for its clients. Most of its work is with leadership teams at private equity-owned businesses that want to transform operations quickly. Founded in 2026 by Roy Singh, formerly head of AI at Bain, and Zack Kass, formerly of OpenAI, it reports about 80 people and 15 clients. The team mixes engineers from Google, AWS and Microsoft with consultants from McKinsey, BCG and Bain, and product managers sit alongside both from definition through delivery.

Recidiviz is a non-profit that builds data and AI tools for state corrections agencies — case planning, facilities, supervision, and sentencing assistants — that help parole officers, case managers, and corrections leaders reduce incarceration and improve reentry outcomes. The team stitches together fragmented criminal justice databases into a standardized data layer that powers their products, now used by 19 state departments of corrections covering nearly half of US prison and supervision populations. Started as a volunteer project at Google and spun out as a non-profit in 2019, it has helped over 250,000 people return home and contributed to more than $1.5B in state savings. Values center on humility, transparency, and collaboration, with a team that combines tech-company execution with non-profit mission.

Switch is a marketing performance platform that trains AI and machine learning on a company's first-party data to improve cross-channel ROI, aligning marketing, sales, and finance data across online and offline touchpoints. It offers lead scoring, LTV prediction, propensity modeling, and incrementality measurement for industries like banking, healthcare, retail, insurance, and ecommerce. The product is invite-only and positioned as a certified partner to strategic accounts at Google, Meta, and Amazon, with a focus on privacy and first-party data standards (SOC, GDPR). Founded in 2021 in Toronto by an ex-Googler and two engineers, Switch is a small, remote-first team, which could suit a PM who wants meaningful ownership over an AI-driven martech product.

Learning Commons is an education initiative from Mark Zuckerberg and Priscilla Chan, launched in 2025 to build on the Chan Zuckerberg Initiative's work in learning science. It builds open AI infrastructure for educators and developers, including a Knowledge Graph, evaluators that check AI output against educational rubrics, and a tool for syncing curriculum into learning management systems. As a nonprofit effort aimed at the public good, it is closer to a platform and standards team than a typical product company.

Tarteel is a mobile app that uses speech recognition to help Muslims memorize and recite the Quran. Its flagship feature listens to a user's recitation and flags missed, incorrect, or skipped words in real time, alongside memorization planning and goal tracking tools. Founded in 2019, the app is free to start and earns revenue through Tarteel Premium, a family plan, and a program called Alim. It reports more than 10,000 five-star reviews and publishes a podcast and blog for its community. For a PM, it pairs a faith-driven consumer audience with an AI feature at the center of the product.