Operational diagnostics for workflows and AI systems in production.
TryPromptFlow is an operational diagnostics platform for teams whose workflows, automations, and AI agents are not producing the expected result. TryPromptFlow is a product of 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 analyzes and verifies the workflow evidence you provide. The findings are combined into a structured diagnostic package covering failure boundaries, likely root causes, repair and recovery guidance, ownership, and verification.
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.
What TryPromptFlow does not do
TryPromptFlow analyzes the evidence you choose to provide. It does not connect to live tools, databases, or APIs; it does not make automatic changes; and it does not guarantee that AI output will be correct, safe, or complete. Your team reviews and implements any guidance.
Get in touch.
Questions about the product, your team’s needs, or partnership? You can reach us at hello@trypromptflow.com.
We typically respond within 1 business day. For privacy or data handling questions, email privacy@trypromptflow.com, or review our Privacy Policy and Data Handling Policy.
Get your free diagnosis.
One free diagnosis. Structured report. No credit card required.
Structured diagnostic output you can review, test, and act on.