Wills AI Labs
We partner with frontier AI companies to accelerate model training through high-fidelity RL environments, expert-curated datasets, and a global network of elite talent.
M+
Learners
K+
Enrolled in high-rigour tech and business programs
Coverage
SWE, ML, Data Science, SRE, Cybersecurity, Product, Marketing, Operations, Sales, Leadership & more…
+
Years designing evaluation rubrics
Built by ex-Meta and ex-Google engineers. Our learning and evaluation rubrics have been tested across millions of learners and thousands of hiring pipelines.
Deeply engaged expert talent pool working at
What we build
We are expanding the frontier of AI research by building the systems that train, evaluate, and deploy frontier models.
We create realistic environments where models learn real-world behavior.
High-fidelity replicas of live systems
Cross-domain coverage spanning web platforms, Model Context Protocol (MCP) servers, and enterprise applications
Comprehensive evals and benchmarks
We curate, verify, and deliver high-quality training data with full transparency and ownership.
Own the data — exclusive rights for collaborative projects, no licensing ambiguity
Verified experts — domain reviewers signed off and audited
End-to-end pipeline management with full visibility from sourcing to delivery
Pressure-tested sourcing, validated by data.
Validated quality at scale — program performance plus AI interviewer at 97% accuracy
Strict evaluation pipeline involving assessments, AI interviews (97% IRR), and expert interviews
Deploy in days, not months
Research by building
Building AGI means building the benchmarks that define progress.
The only benchmark measuring AI performance on real-world PM tasks across Linear, Jira, and more.
Project Manager · Engineering Manager · Product Manager