Use case page

Import CSV feedback and auto-create triaged issues

Stop manually copying rows into trackers. Upload a CSV and get structured triage output routed to GitHub, Linear, or Notion in under 30 seconds.

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The problem

The problem

CSV exports from surveys, support tools, or forms are scattered and require manual categorization before creating issues.

Manual triage wastes engineering time and delays routing to trackers like GitHub or Notion.

The solution

How TriageFast solves it

Upload or POST your CSV and receive per-row AI triage ready for issue platforms.

curl -X POST "https://api.triagefast.com/v1/triage/batch" -H "Authorization: Bearer $API_KEY" -H "Content-Type: text/csv" --data-binary "@feedback.csv"

Before

  • Spend hours reading CSV rows to decide issue type and priority
  • Manually create issues in multiple trackers from the same data
  • No confidence score or structured tags to filter feedback

After

  • Automated per-row triage with type and severity in seconds
  • One API upload creates GitHub/Linear/Notion items or webhooks
  • Structured tags, sentiment, and confidence for easy filtering

Result

What developers get back

Each CSV row returns JSON with AI fields: type, severity, title, summary, tags, sentiment, and confidence; results are processed under 30 seconds and can be routed to GitHub Issues, Linear, Notion, or webhooks.

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FAQ

Can I route CSV results to GitHub automatically?

Yes — results can be output as GitHub Issues during the batch import.

How fast will a CSV of 200 rows be processed?

TriageFast processes results under 30 seconds per batch in typical cases.

Do I get structure and confidence scores per row?

Yes — each row returns type, severity, title, summary, tags, sentiment, and confidence.

Upload your CSV and start triaging — 100 free triages/month

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

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