AIStack Tools

Practical utilities built for production teams, not one-off experiments.

Architecture skeletons, milestones, checklists, guardrails, and deployment plans.

Generate a product spec and test checklist from a plain language brief.

Estimate per-request and monthly model spend under realistic traffic assumptions.

Scan prompts for policy, PII, and prompt-injection risk patterns.

Check document quality, retrieval reliability, and eval readiness before launch.

Generate structured AI decision logs for governance and incident review.

Need implementation help?

Use the tools for fast diagnostics, then move into a delivery plan when you are ready to operationalize.