Validate Sources.
Prevent Failures.
Ship Confidently.
Validates sources across your entire data stack
Your Pipelines Are Silently Breaking
Source systems change without warning. By the time you notice, dashboards are wrong and stakeholders have lost trust.
Without Ilusion
Reactive firefighting
Upstream renames user_email → email
unnoticedETL pipeline runs on schedule
runningTransform fails on missing column
errorStakeholder reports empty dashboard
criticalRoot cause found after 2hrs debug
resolvedWith Ilusion
Proactive prevention
Upstream renames user_email → email
detectedSchema drift alert sent to 3 recipients
notifiedPipeline webhook blocked — failed
blockedEngineer reviews diff, accepts schema
resolvedPipeline resumes with updated mapping
runningEverything You Need to Protect Your Pipelines
Built for data engineers who are tired of debugging upstream changes at 3am.
Schema Drift Detection
Automatically capture and compare source schemas. Detect new columns, dropped fields, and type changes with visual diffs.
Real-Time Alerts
Multi-recipient email alerts with approval workflow. Get notified the moment something changes.
Source orders_api has detected structural changes. 2 fields modified.
Pipeline Blocking
Webhook integration blocks Airflow, Dagster, or Prefect runs when validation fails.
Source Health
Monitor API uptime and database connections with live status indicators.
Verified Alerts
Secure multi-recipient approval system for critical notifications.
Metrics & Analytics
Track response times, row counts, and volume trends over time.
Quick Search
Manage hundreds of sources with advanced status and type filtering.
Up and Running in Minutes
Four steps to bulletproof your data pipelines. No code changes required.
Connect Your Sources
Add REST APIs or SQL databases. Ilusion tests connectivity and captures the initial schema automatically.
Set Your Baselines
Accept the discovered schema as your baseline. Ilusion will monitor for any structural changes from this point.
Monitor & Validate
Ilusion continuously validates schema, connectivity, and data quality. Trigger checks via webhook from your orchestrator.
Get Notified & Act
When drift is detected, Ilusion sends detailed alerts and blocks pipelines via webhook. Review diffs and accept new schemas in one click.
A Command Center for Data Quality
Source-centric navigation with per-source metrics, schema history, and alert management — all in one view.
orders_api
REST API · https://api.example.com/orders
Works With Your Entire Stack
Connect databases, monitor APIs, and integrate with your existing orchestration and alerting tools.
Stop Firefighting.
Start Validating.
Join data engineering teams who use Ilusion to catch pipeline failures before they impact downstream systems.