Holotype — worlds for enterprise AI
hol·o·type
A single type specimen upon which the description and name of a new
species is based.
Holotype turns proprietary expert work into high-fidelity environments where AI models can be evaluated and improved. This makes the judgment, edge cases, and controls buried inside real workflows available for models to learn from.
Get in touch:
- Become a design partner — for enterprises with valuable, complex workflows
- Email us — for research and other inquiries
How Holotype works
We identify a valuable workflow, reconstruct it as a controlled world, and define what good performance means with the people who know the work. Models can then attempt the job repeatedly, with every failure measured before anything reaches production.
Our first live-world benchmark
We are evaluating frontier models on proprietary expert poker data: a demanding environment for long-horizon reasoning, adaptation, memory, and decision-making under uncertainty.