Symptoms
- No one owns failures or maintenance
- No approval path before customer-facing output
- Sensitive data may leak through prompts or logs
- There is no rollback or version control for changes
Likely root causes
- Missing risk register and mitigation owners
- No test cases or evaluation dataset
- Prompts are edited directly in production tools
- No monitoring or alerting for drift and failures
What to submit for diagnosis
Send the workflow, the intended audience or deployment target, and any compliance or safety requirements.
How TryPromptFlow checks this
- Reviews the workflow for data exposure, hallucination, and failure modes
- Maps ownership, approval chains, and rollback steps
- Checks for version control, testing, and monitoring
- Produces a release-confidence note and go-live checklist
Example findings you might get back
- No owner assigned for maintenance or incident response
- No evaluation set to confirm changes do not break existing behavior
- Prompt changes happen without review or rollback plan
- Logs may include PII or sensitive customer context
Risks if left unfixed
- Compliance violations or data exposure
- Customer-facing errors damage trust
- Releases are delayed because no one will sign off
FAQ
Is this just about adding safety prompts?
No. It is about owners, tests, approvals, and monitoring as a system.
Do we need legal review?
Maybe. The report flags areas that typically need compliance input.
What is the deliverable?
A production-readiness report with risk register, owners, tests, and a go-live checklist.