Every run
AI activity must stay linked to tenant, user, product, organization, and project context.
AI Governance
AI Runs
Prompt-versioned and tenant-scoped AI execution logs.
Governed AI Activity
AI runs are tracked for review, safety, and product accountability
Confirm which product triggered an AI action, what business context was used, and whether the output needs human review before reuse.
Before reuse
Generated output should be checked for evidence, safe wording, and customer suitability.
maxQ template
AI output that becomes a report must preserve language, source context, and maxQ report metadata.
AI Governance
Production guardrails
- Prompts, evidence excerpts, and generated outputs must not bypass tenant boundaries.
- AI results remain advisory until reviewed by a responsible user.
- Funding, ROI, compliance, and sales claims must stay cautious and source-aware.