Chris's AI data startups

Mechanize builds RL environments and sells them to leading AI labs.

Proximal is a research lab for coding data. We build the data engine behind the next generation of autonomous coding agents.

Fleet - AI-powered workflows

AI training data built from how experts reason, decide, and work.

Research and data infrastructure for training, evaluating, and advancing frontier AI models on long-horizon expert work.

Bespoke Labs optimizes AI agents using cutting-edge research on data curation and evolutionary algorithms.

Preference Model is building the next generation of training data to power the future of AI.

Environments and datasets for reinforcement learning.

A modern data, compute, and AI agent platform for biotech R&D.

microagi is a data research lab working on end-to-end physical AGI, with a focus on reliable real-world deployments.

Train, evaluate, and deploy AI models you own.

Robotics data and evaluation infrastructure for physical AI.

Automatically curate model training data to train faster, improve performance, and reduce costs.

Steerable and explainable AI

Training data for recursive self-improvement

Push the frontier of your model

Real-world data, evaluation, and deployment infrastructure for physical AI.

High-quality video, audio, image, and interaction data for frontier AI.

Research lab and product company building the platform for continual learning.

Vmax is automating reinforcement learning by transforming proprietary data and evaluations into new environments.

Train, serve, and continuously improve AI models you own.

Powering Computer Use

Prompt to silicon: agents that go from workload to GDS in weeks.

An applied research lab building generally intelligent, scalable robots.

Measuring how AI agents perform and behave in competitive, social environments.

AI safety research through autonomous businesses and real-world deployments.

Expert data development for frontier AI

The data hyperscaler for physical AI.

Simulation environments to train & evaluate long-horizon AI agents

Prolific helps AI developers, researchers, and organizations access high-quality human data.

A research lab building high-performance tools and AI for chip design.

Theta: Specialized AI for Every Job

Independent AI benchmarks built for real work, not proxy scores.

A crowdsourced benchmark for AI-generated design, shaped by real user preferences.

Simulations that measure and improve your models' key capabilities: Long-horizon reasoning, tool use, enterprise functionality, and more.

We're giving AI models and agents taste | Join our mission to end AI slop.

Sub-40ms latency teleoperation with managed operators for humanoids, AVs, and robot arms.

Frontier models you own.

Reinforcement learning environments for chip design, built by hardware engineers. Train AI models on RTL, testbenches, and debugging.

Transparent AI evaluation for the models that matter.

Record gameplay highlights automatically. Zero performance impact, no ads, no bloat. Supports League of Legends, Valorant, CS2, and 10,000+

High-quality data annotation powered by 100,000+ experts for AI development.

Healthcare training environments and AI evaluations for more reliable clinical agents.

David AI is an audio data research company trusted by top AI labs to develop proprietary audio datasets that power their models.

Leverage Enable's AI-powered biological search to answer your most critical scientific questions.

AI models that learn from your context and deeply understand your work.

A London research lab building the infrastructure for AI that reasons, plans, and acts together over long horizons.

Data and deployment infrastructure for Physical AI.

Building AI with emotional intelligence to create technology that truly understands humanity.

Data lab to train frontier models and evaluate agents

The 4D Capture Layer For Physical AI

Custom datasets, traces, expert evaluations and more for frontier AI models.

Simulated worlds for training and evaluating browser agents.

A photonic-AI platform for real-time chemical movies of living cells.

Connect Claude Code, Codex and Cursor session costs to engineering work and outcomes. Find wasted tokens, repeated failures and practices to

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Human-powered data solutions for AI development.

Trajectory Labs, PBC provides AI safety evaluations, red teaming, and RL environments to frontier labs.

Valen partners with life sciences organizations to validate AI-discovered therapeutics through rigorous preclinical testing.