About
Versalist
We build production-grade challenges for research engineers working on RL, agentic systems, and reasoning. Harder than tutorials, more practical than papers.
Why We Built This
Tutorials are too easy. Academic papers are too theoretical. We saw a gap for engineers who want to build real systems with production constraints—compliance, reliability, evaluation frameworks—not toy benchmarks.
Versalist is where research engineers solve real problems: multi-agent coordination, RLHF implementation, evaluation pipelines. The kind of work that matters.
What We Value
We build for research engineers who care about getting things right, not just getting things done.
Engineering Rigor
We care about production constraints. Our challenges include compliance, reliability, and observability requirements—not just happy paths.
Practical Over Novel
We focus on systems that ship. Building reliable agents matters more than chasing benchmarks or publishing papers.
Real Evaluation
We use evaluation frameworks that reflect real-world success criteria, not just pass/fail tests or SOTA metrics.
Get Started
Ready to tackle production-grade AI challenges? Browse our catalog or reach out about enterprise programs.