Know an AI Agent Is Ready Before Launch
A launch checklist is not enough for probabilistic systems. ProofMap gives teams evidence that agent behavior is ready for production.
Get StartedWhy Choose ProofMap
Test launch criteria
Evaluate quality, tool use, structured outputs, cost, and runtime behavior before users arrive.
Find weak paths
Identify scenarios that need prompt fixes, stronger models, or limited release scope.
Approve with confidence
Turn readiness checks into a qualification trail for launch decisions.
Comparison
| Need | Ad hoc workflow | ProofMap |
|---|---|---|
| Connect tools and context | Developers wire custom integrations and debug behavior from raw logs. | Use MCP for standardized access and ProofMap to qualify tool behavior against objective tests. |
| Control production behavior | Prompt, model, and tool changes move through manual review or informal judgment. | Promote only prompt packages and runtime mappings that pass evaluation gates. |
| Save time and cost | Teams repeat setup, review, and model comparison work for every agent change. | Reuse tool connections, rerun objective suites, and compare cost, latency, and quality together. |
| Handle timing events | Launches, incidents, renewals, schema changes, and traffic spikes trigger rushed decisions. | Keep evidence-backed evaluations and fallback mappings ready before the timing pressure arrives. |
Frequently Asked Questions
When should we use ProofMap before launch?
Use it once the agent has real objectives, tools, prompts, and expected production workflows.
What if some tests fail before launch?
Use the results to fix prompts, adjust tool access, define fallback mappings, or narrow launch scope.
How does this save developer time?
ProofMap reduces repeated manual review, model comparison, prompt regression checks, and tool-use debugging by making them repeatable evaluation workflows.
What does ProofMap produce?
It produces objective-bound evaluations, failure evidence, recommendations, and approved prompt or runtime mappings that developers can use in production.
Launch with proof
Run readiness checks before the first production users arrive.
Start qualifying prompts