Pass AI Security Reviews With Better Evidence
Enterprise buyers increasingly ask how AI behavior is controlled. ProofMap gives teams a concrete qualification trail instead of vague assurances.
Get StartedWhy Choose ProofMap
Document AI controls
Show which prompts, models, tools, and fallback paths are approved for production.
Prove tool boundaries
Validate that agents use MCP tools and sensitive systems within defined constraints.
Answer faster
Give sales, security, and engineering a shared evidence base for customer reviews.
Comparison
| Moment | Without ProofMap | With ProofMap |
|---|---|---|
| Evidence request | Teams assemble screenshots, anecdotes, and raw logs after the question arrives. | Qualification reports show prompt, model, tool, fallback, and approval evidence. |
| Production change | Prompt, model, schema, or permission changes are reviewed informally. | Changes run through objective-bound evaluations before promotion. |
| Business pressure | Audits, launches, renewals, and customer escalations force rushed AI decisions. | Teams use existing tests and approved mappings to respond with confidence. |
| Developer workload | Developers chase failures across transcripts, tools, providers, and one-off integrations. | Failures become repeatable tests with clear evidence and approved fixes. |
Frequently Asked Questions
When do we need AI security review evidence?
Use it before enterprise sales cycles, security questionnaires, procurement reviews, and customer renewals.
What evidence does ProofMap provide?
Objective evaluations, failure evidence, approval status, prompt packages, runtime mappings, and tool-use qualification details.
What makes this useful for developers?
It turns AI behavior changes into repeatable tests, reduces manual investigation, and provides concrete evidence for prompt, model, MCP, and runtime decisions.
What does ProofMap produce?
ProofMap produces objective-bound evaluations, failure evidence, recommendations, and approved prompt or runtime mappings for production use.
Prepare for security review
Turn AI behavior into evidence your buyers can understand.
Start qualifying prompts