We build
RL environments.
Our edge is the depth and diversity of our expert network.
Research
We acquire proprietary environments and measure where and why frontier models lag acceptable expert performance benchmarks.
COBOLBench: Evaluating Coding Agents on Enterprise COBOL
A benchmark from a real banking system measuring whether AI coding agents can work in production COBOL.
Metaphi Simhub
Interactive simulation environments that move agent evaluation beyond static, non-interactive benchmarks.
From Static Benchmarks to Dynamic Worlds
How principles from autonomous vehicle simulation can transform code generation agent training and evaluation.
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