We built a diagnostic engine for AI prompts — 8 artifacts, 4 levels, multi-model analysis

Most teams don't know their AI prompts are silently degrading until output quality drops. We built TryPromptFlow to diagnose exactly where and why your prompts break.

How it works

You submit a prompt and 3 recent outputs. Up to 4 frontier models analyze it and produce 8 decision-ready artifacts:

1. Executive Verdict — 2-3 sentence diagnosis with severity rating
2. Findings Table — ranked root causes with evidence and fix difficulty
3. Corrected Artifact — the fixed prompt, ready to paste
4. Risk Register — what could go wrong after the fix
5. Ownership Map — who owns each fix (prompt engineer, ops, engineering)
6. Implementation Roadmap — sequenced fix plan with dependencies
7. KPI Framework — how to measure if the fix worked
8. Release Confidence Note — go/no-go recommendation

Four diagnostic levels

• Level 1: PromptFlow — Diagnose individual prompts
• Level 2: Workflow Doctor — Diagnose multi-step AI workflows
• Level 3: Agentic Workflow Doctor — Diagnose autonomous agent systems
• Level 4: Workflow OS Doctor — Diagnose your entire AI operating system

Most diagnoses complete in under 10 minutes. Try your first diagnosis free — no credit card required.

Check it out