Integration page

Send Gmail Label feedback to Github Issue Automation with AI triage

Forward Gmail-label emails to TriageFast via webhook or API for automated triage. TriageFast analyzes the message and outputs a GitHub issue automation ticket in under 30 seconds.

Start free See setup flow

How it works

Step 1

Connect gmail-label

Forward emails with the Gmail label through a webhook or forwarding service to POST https://triagefast.app/api/v1/ingest.

Step 2

AI triages every message

TriageFast returns type, severity, title, summary, tags, sentiment and confidence for each message in under 30 seconds.

Step 3

Ticket appears in github-issue-automation

TriageFast creates or updates GitHub Issues directly, or sends the payload to your GitHub issue automation via webhook.

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":"gmail-label","label":"support","message":"Example support message"}'

Structured result

What gets classified

Email content from the Gmail label is classified into type (bug/feature_request/billing/praise/question), severity (critical/high/medium/low), title, summary, tags, sentiment and confidence.

{
    "title": "Duplicate charge on Safari checkout retry",
    "destination": "github_issue_automation",
    "triage": {
        "type": "billing",
        "severity": "critical",
        "summary": "Retrying checkout after a timeout can charge the same customer twice.",
        "tags": [
            "payments",
            "safari",
            "duplicate-charge"
        ],
        "sentiment": "urgent",
        "confidence": 0.97
    }
}

Before

Without TriageFast

  • Gmail Label feedback arrives as raw, inconsistent messages
  • Severity and ownership are handled manually
  • Github Issue Automation receives noisy or incomplete handoffs

After

With TriageFast

  • Gmail Label feedback is classified automatically
  • Type, severity, summary, tags, sentiment, and confidence stay structured
  • Github Issue Automation receives cleaner, more actionable output

FAQ

How do I connect Gmail Label to Github Issue Automation with TriageFast?

Route the source into TriageFast, let the triage layer classify each message, then send the structured result into the destination tool.

How long does triage take?

Most feedback is classified in under 30 seconds.

Is there a free plan?

Yes. TriageFast includes 100 free triages per month with no card required.

Start routing Gmail Label to Github Issue Automation with TriageFast

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

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