Integration page

Send Airtable feedback to GitHub with AI triage

Forward Airtable records via webhook or automation to TriageFast; we triage the content and emit a GitHub Issues ticket. Processing completes under 30 seconds.

Start free See setup flow

How it works

Step 1

Connect airtable

Use an Airtable automation to POST record JSON to TriageFast's ingest API (webhook/API forwarding).

Step 2

AI triages every message

TriageFast returns type, severity, title, summary, tags, sentiment, and confidence in ~30s.

Step 3

Ticket appears in github-issues

TriageFast creates a GitHub Issue with AI title, body, and labels (or sends payload to your webhook for automation).

Live example

Use the API directly

TriageFast accepts raw feedback over a single POST endpoint, classifies it in under 30 seconds, then routes the structured result to the output channel you chose.

curl -X POST https://triagefast.app/api/v1/ingest -H "Authorization: Bearer tf_live_xxxx" -H "Content-Type: application/json" -d '{"source":"airtable","record_id":"rec123","text":"When I click Save the app crashes with error 500; this blocks billing retries."}'

Structured result

What gets classified

TriageFast extracts type (bug/feature_request/billing/praise/question), severity (critical/high/medium/low), title, summary, tags, sentiment, and confidence for each Airtable record.

{
    "issue": {
        "title": "App crashes on Save (500)",
        "body": "Summary: When I click Save the app crashes with error 500 and blocks billing retries.\nAI summary: App crashes on save blocking billing.\nType: bug\nSeverity: critical\nTags: backend, billing\nConfidence: 0.93",
        "labels": [
            "bug",
            "critical",
            "billing"
        ]
    },
    "source": "triagefast",
    "record_id": "rec123",
    "ai": {
        "type": "bug",
        "severity": "critical",
        "title": "App crashes on Save (500)",
        "summary": "App crashes on save blocking billing",
        "tags": [
            "backend",
            "billing"
        ],
        "sentiment": "negative",
        "confidence": 0.93
    }
}

Before

Without TriageFast

  • Manual copy-paste from Airtable into GitHub Issues
  • Delayed or inconsistent severity and tagging
  • Billing regressions missed in noisy trackers

After

With TriageFast

  • Airtable records auto-forwarded to TriageFast and triaged
  • Consistent AI-assigned severity, tags, and confidence in <30s
  • Auto-created GitHub Issues for fast, reliable follow-up

FAQ

How do I connect airtable to TriageFast?

Use an Airtable automation to POST record JSON to POST https://triagefast.app/api/v1/ingest with your Bearer token.

How long does triage take?

Under 30 seconds.

Is there a free plan?

100 triages/month, no card.

What does a github-issues ticket look like?

An issue with an AI-generated title, body including the summary and AI fields, plus labels for type and severity.

Route Airtable to GitHub Issues — Try TriageFast Free

Free plan includes 100 triages per month. No credit card required.

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