Use case page

Triage feedback on demand with a pay-as-you-go API

Stop paying for unused monthly plans and slow manual triage. Use TriageFast pay-as-you-go API to auto-classify feedback in under 30 seconds.

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The problem

The problem

Low-volume or sporadic feedback makes monthly plans expensive and wasteful.

Manual triage delays engineering work and loses context before routing to issue trackers.

The solution

How TriageFast solves it

Send feedback and pay per triage while receiving structured classification instantly.

curl -X POST https://api.triagefast.com/v1/triage -H "Authorization: Bearer $TRIAGEFAST_KEY" -H "Content-Type: application/json" -d '{"source":"email","text":"App crashes on launch when I log in","billing":"payg"}'

Before

  • High fixed monthly cost for low volume feedback
  • Slow manual labeling and lost context
  • Extra work to convert feedback into issues in trackers

After

  • Pay only per triage at $0.02 each
  • Automated classification and metadata in under 30 seconds
  • Automatic creation in GitHub/Linear/Notion and routing to Slack or Discord

Result

What developers get back

TriageFast returns JSON fields: type, severity, title, summary, tags, sentiment, confidence and can create outputs (GitHub Issues, Linear, Notion, Webhook) or route alerts to Slack/Discord; processing under 30 seconds.

Related integrations

FAQ

How much does pay-as-you-go cost?

Pay-as-you-go is $0.02 per triage.

What fields does the API return?

It returns type, severity, title, summary, tags, sentiment, and confidence.

Can I route results to my tools?

Yes — outputs include GitHub Issues, Linear, Notion, Webhook and can notify Slack or Discord.

Start pay-as-you-go triage now — $0.02/triage

Get an API key, choose an input channel, choose an output channel, and run one test message.

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