1
Your weights, your data
Training can run inside your compliance boundary. Weights, data and reward specifications stay yours.
Trust & security
Self-improving, under your control.
PI is built for teams that need continuous improvement without giving up ownership, auditability or compliance.
Deploying with
At industry standards
Principles
Safety is part of the loop, not a layer on top.
2
Isolated execution
Every rollout runs in an isolated sandbox, so agents can execute code, browse and call tools safely.
3
Full lineage
Each checkpoint records its environment version, reward spec and evaluation results.
4
Eval-gated releases
No checkpoint reaches production unless it beats the current model on your evals.
Responsible disclosure
Found a vulnerability?
We welcome reports from security researchers. Review our security policy for scope, safe harbor and reward eligibility, then email the details.
[ Ready? ]
Your model should get smarter while you sleep.
Engineers, at full stride. Point PI at your checkpoint — first improvement in about 48 hours.