Customize Agents Without Losing Control

Enterprise customers often need tailored behavior. ProofMap helps teams qualify customer-specific prompts and tool access before rollout.

Why Choose ProofMap

Evaluate prompt and runtime mappings for each customer-specific workflow.

MCP

Validate scoped MCP tools and data access for the customer environment.

Keep custom behavior tied to approved packages and evidence.

Workflow	Without ProofMap	With ProofMap
Evaluate AI behavior	Teams rely on demos, logs, and manual spot checks.	Run objective-bound evaluations against prompts, models, MCP tools, and runtime mappings.
Handle change	Prompt, model, context, schema, memory, or vendor changes create hidden regressions.	Compare candidates to baselines and promote only qualified packages.
Support developers	Developers trace failures across tools, providers, data, and one-off scripts.	Failures become repeatable tests with clear evidence and recommended fixes.
Control production risk	Fallbacks, permissions, and degraded modes are invented when pressure hits.	Approved mappings and fallback paths are ready before launch, incidents, or migration deadlines.

Why test customer-specific AI behavior?

Custom prompts, data, permissions, and workflows can create unique failure modes that general tests miss.

Can customization stay manageable?

Yes. ProofMap helps turn variants into tracked, qualified prompt and runtime mappings.

How does this save developer time?

It makes evaluation, debugging, approval, and regression testing repeatable instead of forcing developers to rebuild evidence for every AI change.

What does ProofMap produce?

ProofMap produces objective-bound evaluations, failure evidence, recommendations, and approved prompt or runtime mappings for production use.

Give customers tailored AI behavior without losing qualification control.