Multiple frontier AI models, working in conjunction — for a superior result no single model can match.

Get better AI results by diagnosing what went wrong.

TryPromptFlow finds the weak spots in your prompt, workflow, or multi-step AI process, then gives you a clearer, stronger version you can actually use.

Most weak AI results are not model failures. They are instruction, context, workflow, or validation failures.

Try an example:
10 free runs or 7 days — whichever comes first. No credit card required.
Free diagnosis · no sign-up · no credit card required. Paste a prompt below and see what changes.
★★★★★“Saved my butt twice in two weeks.” — Mary, TryPromptFlow user
Multi-model by design

One model has blind spots. We don't rely on one.

Most AI tools run a single model and inherit all of its weak spots. TryPromptFlow runs multiple frontier models in conjunction — so a weakness one model misses, another catches. That's a result no single model can match.

No single point of failure
Every model has gaps. By combining multiple frontier models, no one model's blind spot quietly becomes your blind spot.
Cross-checked, not single-sourced
Findings are pressure-tested across models instead of trusted from one — so what you get back is harder to argue with.
“My agent already does this”
If your agent can reliably diagnose itself, prove it. Otherwise, let TryPromptFlow stress-test it across multiple models and show you exactly where it breaks.
Built for the frontier
As stronger models ship, they join the lineup — your results keep improving without you changing anything.

Three tools for AI workflow readiness

Agentic Workflow Doctor
Your AI workflow involves multiple agents, handoffs, or automations — and you cannot tell where it will fail before it ships.
A full pre-launch agentic workflow review: map steps, find approval gaps, flag automation risks, surface failure points, and get a prioritized repair plan.
Workflow Doctor
A prompt, SOP, or workflow step is producing inconsistent results and you do not know which part is broken.
Diagnose the failure point, get a repaired prompt or procedure, and validate against test cases before rollout.
PromptFlow
Your daily AI work produces uneven results and you spend too much time rewording the same requests.
Improve, version, and reuse prompts with structured diagnosis, repair history, and evaluation runs.
Agentic Workflow Doctor — flagship tool

Review the full agentic workflow before you trust it to run

Agentic Workflow Doctor checks the complete workflow — what triggers it, what each AI agent or automation does, where humans need to approve, what can fail, and what should be repaired before launch. It is designed for teams shipping AI-assisted workflows where a silent failure in production is not acceptable.

Map workflow steps
Trace each step of your workflow — triggers, AI actions, automations, and handoffs — so nothing is missing before launch.
Find approval gaps
Identify where human sign-off is missing or where an automated step is making a decision that should require a person to review.
Flag automation risks
Spot over-automation, unchecked AI decisions, and workflow designs that remove human review from steps where it matters most.
Identify failure points
Surface the steps most likely to break, time out, or produce unreliable output under real operating conditions.
Produce a repair plan
Return a prioritized list of fixes — what to address first, what to monitor, and what to redesign before rollout.
Check launch readiness
Score the workflow's overall readiness and risk level so you know whether it is ready to ship, needs work, or is not ready.

WorkflowOS Doctor is a premium diagnostic add-on available on Business, Enterprise, and WorkflowOS Doctor plans. Contact us to get access.

PromptOps workflow

Most AI failures are not a model problem. They are a workflow problem.

Unclear objectives, missing context, weak constraints, unstable steps, and no release standard. TryPromptFlow diagnoses the breakpoints, repairs the structure, and shows whether the result is ready to use.

Step 1
Diagnose
Find missing context, weak constraints, unclear outputs, and workflow failure points.
Step 2
Repair
Generate a corrected prompt, SOP, checklist, or workflow instruction set.
Step 3
Version
Save every improvement with version history, diff comparison, and rollback.
Step 4
Prove
Use repair ledgers, evaluation runs, and promotion readiness to see what actually improved.
Step 5
Promote
Pin an approved baseline and use release confidence before putting work into production.
Trust

Catch risks before they ship, not after.

TryPromptFlow scans every prompt for four categories of common issues and shows you exactly what it found — before you rely on the output. You stay in control of what to fix and when.

Sensitive-data patterns
Spots key-shaped tokens, email addresses, phone-shaped values, AWS-style keys, and private key blocks in your prompt before you share it.
Unsupported claims
Calls out absolute or guarantee-style wording — 'best,' 'always,' '#1,' 'guaranteed' — so the prompt does not push the model toward overclaiming.
Over-automation risk
Flags asks that remove human review entirely from steps where a person should still approve, sign off, or sanity-check the output.
Regulated-advice topics
Notices when the request touches legal, medical, financial, or tax advice so you can add the right disclaimers or route it to a qualified person.

Catches the most common issues in seconds. For compliance, legal, or domain-specific questions, a qualified expert review is still the right call — TryPromptFlow gives you a faster, cleaner starting point before you get there.

Who this is for

Built for people doing real work with AI

If you rely on AI output that other people will read, use, or act on, a quick diagnosis catches the things that quietly break the result.

Creators
Improve prompts for content, ads, emails, offers, and everyday AI output. Get a clearer version you can actually use.
Operators
Turn messy tasks and unclear workflow steps into repeatable AI-assisted procedures. Diagnose what is breaking before it becomes a rework problem.
Teams
Create clearer instructions, stronger handoffs, and more consistent AI results across everyone doing the work.
Agencies
Diagnose client prompts, workflows, and AI deliverables faster. Return a corrected artifact with an explanation of what changed and why.
Mobile companion

Use TryPromptFlow on desktop and mobile

TryPromptFlow is built for serious AI workflow work on desktop, with a mobile companion app for reviewing and accessing your prompt operations on the go.

Mobile companion app available on Android.Get it on Google Play

Why AI output goes sideways — and what a diagnosis catches

Prompt engineering alone is not enough
Better wording helps, but most weak AI output traces back to a request that was missing context, audience, constraints, an output format, or review criteria — not just bad phrasing.
AI output fails when the request is incomplete
If the prompt does not say who the answer is for, what to include, what to avoid, or what 'good' looks like, the model fills in the gaps. The gaps are usually where things go wrong.
You need to see what changed and why
Adopting an improved prompt without understanding the edits is just a different kind of guesswork. A diagnosis shows the reasoning so you can decide whether to trust it.

See what changed, why it changed, and how to reuse the result

Before
Vague — missing audience, offer, goal, and structure

Write me a Facebook ad for my business.

After
Diagnosis applied — specific, structured, usable

Write three Facebook ad variations for a local plumbing business in [City], targeting homeowners with urgent leak or drain problems. Each ad should include a strong hook, clear service promise, trust signal, and call-to-action to book service today.

TryPromptFlow does not just rewrite the prompt. It explains the weak spots so you can get better, more repeatable AI results.
Before
Unclear, inconsistent input

Write something about our product launch and make it exciting and include benefits.

After
Structured, usable output

Write a 150-word product launch announcement for [product]. Include: (1) the primary benefit in the first sentence, (2) three specific features with brief explanations, (3) a closing call to action. Tone: confident and direct. Avoid superlatives.

Clearer instructions, better output quality, less ambiguity
Before
Vague, unactionable process

When a ticket comes in, handle it. Check with the team if needed and make sure the customer is happy.

After
Step-by-step operational workflow

On ticket receipt: (1) Categorize by type within 15 min. (2) Assign to appropriate queue. (3) Send acknowledgment using template T-01 within 1 hour. (4) Escalate to Tier 2 if unresolved after 4 hours. Owner: Support lead on duty.

Cleaner handoff, reduced confusion, stronger operational consistency
Before
Ambiguous review criteria

Review the AI output and check if it looks right. If something seems off, flag it and we'll deal with it.

After
Explicit, traceable review steps

Review step: (1) Verify output matches the expected format defined in spec v2.3. (2) Check for missing required fields: [customer_id, status, timestamp]. (3) Flag any confidence score below 0.75 for human review. (4) Log result to audit trail with reviewer initials and timestamp.

Explicit acceptance criteria, traceable decisions, reduced operational risk

What users are saying

Feedback from people using TryPromptFlow in real work.

"I've been using TryPromptFlow for three weeks — everything from creating prompts to diagnosing workflows — and it saves me 2 to 4 hours a week fighting with outcomes."

Frank
TryPromptFlow user

"TryPromptFlow has saved my butt twice already and I've only been using it for two weeks."

Mary
TryPromptFlow user

"I was very hesitant to believe it could outperform my main AI, but I ran the comparisons — TryPromptFlow's results were 15 to 25% better depending on the specific question."

George
TryPromptFlow user

Leave a review

Used TryPromptFlow? Share your experience. Reviews appear here once approved.

What you submit. What you get back.

You submit
  • Weak prompt
  • Broken SOP
  • Unclear workflow draft
You get back
  • Diagnosis of what is wrong
  • Improved structure
  • Cleaner, usable output

For teams launching agentic workflows, operators diagnosing broken processes, and professionals who need cleaner prompts for daily AI work.

For Teams & Operations

Built for teams that need control, not chaos

TryPromptFlow helps teams move from ad hoc prompting to controlled AI workflow operations.

  • Versioned workflow and prompt changes
  • Structured validation and review
  • Documented deployment and security posture
  • Reviewed path for team and enterprise deployments
The control layer your AI workflows are missing
Version history
Track prompt changes without destructive overwrite
Repair ledger
See what changed and why it was repaired
Evaluation runs
Review scored runs before rollout
Promotion readiness
Promote working versions with confidence

How TryPromptFlow diagnoses and repairs AI workflows

1
Submit the workflow or prompt
Paste a prompt, SOP, workflow step, or full agentic workflow description. TryPromptFlow applies the right diagnostic tool for what you submitted.
2
Diagnose failure points
Find missing context, approval gaps, automation risks, weak constraints, and unclear output requirements — depending on the scope of your submission.
3
Get a repair artifact
Receive a corrected prompt, procedure, checklist, or prioritized agentic workflow repair plan with explicit requirements and constraints.
4
Validate before rollout
Run evaluation suites against saved test cases and review scored outputs before promoting the improved version.
5
Promote with confidence
Pin an approved baseline and confirm release readiness before the workflow goes into production.

Where teams use TryPromptFlow

Sales summaries miss objections
Your AI-generated call summaries skip objections and next steps, creating follow-up gaps.
Diagnose the missing fields, repair the business prompt workflow, and validate against real examples before redeployment.
Support workflows drift off-policy
Agents produce different responses to the same query as prompts degrade over time.
Track version history, detect drift, and restore a stable approved baseline with one action.
Internal AI automations fail QA before launch
You built an automation but can't confidently prove it handles edge cases before going live.
Run evaluation suites against saved test cases and promote only versions that pass your threshold.

Built for teams that need workflow readiness, not just speed

Agentic workflow review
Full pre-launch diagnosis: steps, approval gates, automation risks, and failure points.
Prompt and SOP repair
Diagnose individual workflow steps and get a corrected artifact you can test and validate.
Version control
Every prompt change is tracked. Compare, restore, and promote with full history.
Evaluation runs
Test against saved cases and promote only versions that pass your threshold.
Published research

Why speed matters

Published research suggests that AI can improve speed and productivity on certain work tasks. TryPromptFlow is built to help you get to usable results faster, with less rework.

Productivity evidence

MIT researchers reported that, in their study, ChatGPT users completed certain writing tasks about 40% faster and with 18% higher quality ratings.

Productivity evidence

Researchers from Stanford and MIT reported that a generative AI assistant increased customer-support productivity by 14% on average in the setting they studied.

If better prompts and clearer AI instructions save even 1 hour a week, that is 4+ hours a month back to your business.
Research findings come from specific task settings. Actual results vary by workflow, implementation, and user skill.
Pricing

Simple monthly pricing with clear usage limits

For individuals and teams who need to diagnose, repair, version, and prove their AI prompts and workflow instructions are ready for real use.
Self-serve plans available. Enterprise plans available on review.
After your 6-run trial: pick any plan below to keep going — or stop with no charge. No credit card required to start.
Free Trial
Free
10 standard runs
Runs out after 10 runs or 7 days — whichever comes first. After that, pick any plan below to keep going. No charge until you decide.
No credit card required
  • See a real diagnosis on your own prompt or workflow
  • No credit card — no commitment
  • Your saved work stays if you upgrade
Light
$9.99
per month
40 standard runs / month
+50 $9 · +100 $15 · +250 $29
For lighter personal or recurring use
  • Repair and improve prompts or workflow instructions for individual use
  • Clear monthly usage limit
  • Buy more usage anytime
Business
$49
per month
240 standard runs / month
+50 $9 · +100 $15 · +250 $29
For heavier recurring use
  • PromptOps for teams: versioning, governance, and repair at scale
  • Approved baseline, promotion readiness, and repair ledger
  • Workspace management with owner, admin, and member roles
  • Buy more usage anytime
Enterprise
$79
per month
390 standard runs / month
+50 $9 · +100 $15 · +250 $29
Custom enterprise deployment for qualified teams. Includes security and deployment review. Contact us to get started.
  • Highest included run allowance for enterprise-scale PromptOps
  • Full governance: roles, baselines, repair ledger, and promotion readiness
  • Security and deployment review included
  • Buy more usage anytime
Premium workflow readiness
WorkflowOS Doctor
$149 / month
Full-workflow diagnosis, repair planning, and launch-readiness review for teams shipping AI-assisted or automated workflows.
  • 1,500 standard runs / month
  • 25 Workflow Doctor reviews / month
  • 5 Agentic Workflow Doctor audits / month
  • Saved workflow report history
  • Monthly usage visibility
  • Launch-readiness review
Need more than your included monthly usage? Additional usage can be added without changing plans.
What is a standard run?

A standard run is one normal use of TryPromptFlow to diagnose, repair, or evaluate a prompt or workflow instruction.

  • ·Diagnose a broken workflow step or unclear prompt
  • ·Generate a corrected procedure, checklist, or workflow instruction set
  • ·Run an evaluation against saved test cases
  • ·Compute promotion readiness for a candidate version

We use standard runs on the pricing page to keep usage simple and easy to understand.

Plan comparison
PlanMonthly priceIncluded runsAdd-on usageBest fitCheckout
Free TrialFree10N/ATry it before subscribingSelf-serve
Light$9.9940/mo+50 $9 · +100 $15 · +250 $29Lighter personal or recurring useSelf-serve
Pro$19.99100/mo+50 $9 · +100 $15 · +250 $29Regular individual useSelf-serve
Business$49240/mo+50 $9 · +100 $15 · +250 $29Heavier recurring useSelf-serve
Enterprise$79390/mo+50 $9 · +100 $15 · +250 $29Highest public allowanceContact us
WorkflowOS Doctor$1491,500/mo25 WD · 5 AWD includedFull workflow readiness for AI-assisted workflowsContact us

10 runs. 7 days. No credit card. See a real diagnosis on a prompt or workflow step you're actually working on — then decide if $19.99/month is worth it.

Cancel anytime before day 7. Your saved prompts stay in your account if you don't subscribe.

Common questions

Is TryPromptFlow just a prompt generator?+
What should I use first?+
Do I need to be technical?+
How many free runs do I get?+
Does TryPromptFlow guarantee better AI output?+
What are Trust Flags?+
What is a Repair Pack?+
Why does human review still matter?+
Who is this for?+
Diagnose the workflow before you trust the output.

Submit the prompt, SOP, or agentic workflow that is not producing reliable results. TryPromptFlow will diagnose the failure points, repair the structure, and show you what is ready to use.

No credit card required · Cancel anytime · Your history is preserved

Request Enterprise Access

For teams that need reviewed deployment, stronger control, and operational consistency.

Request Enterprise Access →