Machine Intelligence at Scale

Privacy-Preserving AI Platforms and Research

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Serving category leaders worldwide

With AI/ML products and services used by the world's largest online services, we know how to scale.
Prepare your enterprise for the future

AI is used for less than 1% of the problems it can solve.
Adoption is accelerating, and we can help.

A Leader in AI/ML Research

We don't just publish. Research powers our leading edge platforms.

Privacy-Preserving Security ML
Visual Domain ML
Active Learning
Scaled Supervision

Maintaining accuracy over time is where we shine.

In the real world, data is constantly changing. Our solutions are designed to continuously adapt via novel semi-supervised evolutionary strategies.

Products and Services

IM Perception Platform

With a focus on active learning and robust APIs, our perception platform automates the full train-deploy-improve cycle. Make quality effortless.
Contact us for details

hCaptcha Security Suite

hCaptcha is the leading privacy-first Security AI platform. Enterprises of all sizes use it to protect hundreds of millions of people around the world.
Learn more about hCaptcha
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We solve hard problems in new ways.

Private Learning is a Revolution in Security ML

Learn why over 60% of the top online payment processors choose hCaptcha Enterprise to detect fraud and abuse. Our models deliver unparalleled precision with nearly zero false positives and no PII.
Run it on the web, in apps, or entirely server-side.

Risk Insights Powers Analysis and Your Own ML

A novel approach to signal enrichment, our scoped and blinded signals help your ML models stay compliant with global privacy laws while benefiting from our unique detection and risk analysis.

Recent News

Our Work on Generative AI Safety in 2023

Our Work on Generative AI Safety in 2023

IM scientists and engineers have worked on generative AI for many years, with a focus on AI safety and harm reduction. This post covers some of our recent research reports.
IM's hCaptcha Product Suite Now Largest Independent Security Service

IM's hCaptcha Product Suite Now Largest Independent Security Service

Together, hCaptcha and hCaptcha Enterprise now protect hundreds of millions of users across tens of millions of websites and apps every month. Our story shows that you can compete with Big Tech when you put privacy first.
IM Scientists Set New Benchmark for Weakly Supervised Text Recognition (OCR) at CVPR 2020

IM Scientists Set New Benchmark for Weakly Supervised Text Recognition (OCR) at CVPR 2020

For the first time, IM scientists demonstrated a method ("OrigamiNet") to transcribe challenging handwritten text without line break info. OrigamiNet also achieves state-of-the-art OCR accuracy, even compared to fully supervised methods using line segmentation data.
Cloudflare chooses IM's hCaptcha Enterprise offering to protect 12% of the Internet

Cloudflare chooses IM's hCaptcha Enterprise offering to protect 12% of the Internet

Cloudflare (NYSE: NET) today announced that it has chosen IM's hCaptcha Enterprise offering to protect over 25 million customer sites, dropping Google's reCAPTCHA offering.
Meet IM scientists at CVPR 2020 in Seattle

Meet IM scientists at CVPR 2020 in Seattle

IM scientists will be presenting class-leading results in page-level text recognition at CVPR 2020, the top computer vision conference.
IM product featured in FastCompany

IM product featured in FastCompany

One of Intuition Machines’ products for high volume ML annotation, hCaptcha.com, was featured by FastCompany recently.

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Not associated with Carlos E. Perez or Intuition Machine Inc.