A diagnostic platform for AI systems in production.
TryPromptFlow helps teams find and fix what breaks in their AI prompts, workflows, and agents — before those failures reach production. Built by Petrolyn Holdings.
Diagnosis, not guesswork.
Most teams fix AI problems by rewriting the prompt. We think that's the wrong place to start. The real problem is usually upstream — in the specification, the workflow design, or the system around the prompt.
TryPromptFlow uses a multi-model diagnostic process to analyze, challenge, and verify your submission. The findings are combined into one structured report with 8 decision-ready artifacts: an Executive Verdict, Findings Table, Corrected Artifact, Risk Register, Ownership Map, Implementation Roadmap, KPI Framework, and Release Confidence Note.
You can diagnose single prompts, multi-step workflows, autonomous agent systems, and full AI operating systems. Each diagnostic level produces a report package tailored to the scope of what you submitted.
Multi-model verification
Multiple models take separate roles — diagnosis, challenge, and verification — so findings are cross-checked rather than relying on a single model's output.
Structured, actionable output
Every diagnosis produces a complete report package you can review, share with your team, and act on — not a chat log or a vague summary.
Content stays yours
We do not use customer content to train shared models. Your submissions are processed for the diagnosis you requested — not repurposed.
Built for production teams
TryPromptFlow is designed for teams running AI in production — not for experimentation. The output is structured for decision-making.
Built by Petrolyn Holdings.
TryPromptFlow is built by Petrolyn Holdings. The product was created to solve a recurring problem: teams invest in AI prompts, workflows, and agents, but when those systems break, the debugging process is slow, inconsistent, and often guesses at the wrong layer.
We believe AI systems deserve the same diagnostic rigor that software teams apply to production code. You wouldn't ship a web application without testing it. You shouldn't ship an AI workflow without diagnosing it.
What we mean by "diagnosis"
A diagnosis is a structured analysis of your submission — a prompt, workflow, or agent system — that identifies what's working, what's broken, what's risky, and what to do about it. It's not a rewrite. It's not a chatbot conversation. It's a report package with specific artifacts you can use to make decisions and assign ownership.
Who it's for
TryPromptFlow is built for operations teams, consultants, agencies, and any team that runs AI workflows in production and needs to understand why those workflows produce inconsistent, incorrect, or unreliable results.
Where we are
TryPromptFlow is actively developed and evolving. We work with founding customers who want to shape the product alongside us. If you're interested in being part of that group, reach out.
Get in touch.
Questions about the product, founding customer program, or partnership? You can reach us at [email protected].
For privacy or data handling questions, see our Privacy Policy and Data Handling Policy.
Get your free diagnosis.
One free diagnosis. Structured report. Most under 10 minutes. No credit card.
Structured diagnostic output you can review, test, and act on.