AI-Powered Root Cause Analysis

Know Why Your Data Pipeline Failed – in Minutes

WhyDidItFail.dev is your AI-powered companion for data pipelines, built for analytics leaders. It pinpoints the why behind broken data across your entire stack – from source systems to BI dashboards – without setup or engineering effort. Just paste your logs → get a shareable incident report.

Paste Logs – Generate Report Try a demo → 30 sec

End-to-End Insight across your stack — source to report
No Engineers Required: paste logs, get answers
Incident Reports: timeline + root cause + next steps
Observability Companion: turn alerts into explanations

What You’ll See

A report with timeline, root cause, and remediation steps – ready to share in Slack or Jira.

Example output

First failure: dbt model → orders_summary.sql
Root cause: Missing column ‘order_amount’ in source
Evidence: dbt CompilationError, upstream schema change
Next steps: align column mapping, rerun source freshness test

Open Analyze

From Source to Report – We Connect the Dots

WhyDidItFail understands how your tools interconnect – and how errors in one system ripple through the rest.

Source → Airflow → dbt → Snowflake → Looker pipeline graph

We trace your failures across systems — from source to report.

Why Analytics Teams Use WhyDidItFail

End-to-End Visibility

Trace failure chains across Airflow, dbt, Snowflake, and BI tools. One pipeline, one story.

Zero-Friction Adoption

No installation, no config, no engineers needed. Just paste logs and see what broke – and why.

Better than Alerts

Already use observability tools? Great – we pick up where they leave off, turning alerts into explanations.

Request early access

Join early access to shape integrations and failure-pattern coverage. No spam—direct communication only.

What you’ll get in early access

Hands-on diagnosis of real failures (sanitized)
Prioritized integrations based on your stack
Rule + correlation coverage expansion where it matters
Feedback loop to shape the product’s “point of view”

Prefer to evaluate first? Try the Analyze demo.