Intuition Machines

Intuition Machines is a private artificial intelligence and machine learning company focused on privacy-preserving platforms. Founded in 2017, the company grew out of foundational AI/ML research and has since become a leading provider of scaled, privacy-first security and perception products. Its flagship offering, hCaptcha, is a CAPTCHA service that competes with Google's reCAPTCHA by emphasizing user privacy and minimal data collection. The company also offers the Perception Platform, which automates the full train-deploy-improve cycle for machine learning models using active learning and robust APIs. Intuition Machines serves hundreds of millions of users worldwide, with staff in over 38 countries. Its products are used by category leaders, including over 60% of the top online payment processors for fraud detection. The company maintains a strong commitment to open science, regularly publishing research and collaborating with academic and industry groups. Leadership includes CEO Eli and GM of Enterprise Products Shawn, with advisors such as Brendan Eich (CEO of Brave, co-founder of Mozilla) and Dawn Song (Professor at UC Berkeley). The company's hCaptcha product suite became the largest independent security service in November 2020, protecting hundreds of millions of users across tens of millions of websites and apps monthly. Intuition Machines continues to focus on applied ML and scaled operations, ensuring its research reaches production regularly.

Intuition Machines was founded in 2017 as a small team conducting foundational AI/ML research. From its inception, the company focused on privacy-preserving machine learning, aiming to build scaled systems that could tackle difficult problems without compromising user privacy. Early work centered on research, but the company maintained a strong commercial focus on scaled operations and applied ML, ensuring that scientific advances reached production regularly. A major milestone came with the development of hCaptcha, a CAPTCHA service designed to be privacy-friendly from day one. Unlike Google's reCAPTCHA, which consumes large amounts of behavioral data, hCaptcha uses privacy-preserving machine learning to identify bot behaviors with high accuracy while storing as little data as possible. This approach resonated with enterprises concerned about privacy, and by November 2020, the hCaptcha product suite—including hCaptcha and hCaptcha Enterprise—had become the largest independent security service, protecting hundreds of millions of users across tens of millions of websites and apps every month. Alongside hCaptcha, Intuition Machines developed the Perception Platform, a solution that automates the full train-deploy-improve cycle for machine learning models. The platform leverages advanced active learning and robust APIs to enable continuous model improvement and seamless integration with existing systems. This product reflects the company's research roots and its commitment to making AI accessible and practical for enterprises. Intuition Machines has grown into a global team with staff in over 38 countries. It serves category leaders worldwide, including over 60% of the top online payment processors, which use hCaptcha Enterprise for fraud detection. The company remains committed to open science, regularly publishing its research and collaborating with academic and industry groups. Its leadership includes CEO Eli, a recognized AI leader, and GM of Enterprise Products Shawn, who has decades of experience building tech businesses. Advisors include Brendan Eich, CEO of Brave and co-founder of Mozilla, and Dawn Song, Professor at UC Berkeley and CEO of Oasis Labs.

• Intuition Machines founded as a small AI/ML research team.

• hCaptcha product suite becomes the largest independent security service, protecting hundreds of millions of users monthly.

Privacy-preserving AI/ML platforms for security and perception at scale.

• hCaptcha

  Privacy-first CAPTCHA service for bot detection and mitigation.

• hCaptcha Enterprise

  Enterprise-grade security AI platform for fraud and abuse detection.

• Perception Platform

  Automates the full train-deploy-improve cycle for ML models with active learning and robust APIs.

• Risk Insights

  Signal enrichment service providing scoped and blinded signals for ML models.

1. 1Intuition Machines, Privacy-Preserving AI/ML Leaderimachines.com
2. 2Aboutimachines.com
3. 3Perception Platformimachines.com
4. 4IM's hCaptcha Product Suite Now Largest Independent Security Serviceimachines.com
5. 5Intuition Machines Incwikidata.org