Introduction

Ilusion is a proactive validation engine designed to protect your data pipelines from upstream changes. By monitoring your source systems for schema drift and downtime, Ilusion ensures that your ETL processes only ingest data that meets your exact specifications.

Why Ilusion?

Proactive Detection

Catch issues before your pipeline discovers them at 3am.

Automated Blocking

Stop fragile transforms from running on invalid source data.

Key Features

  • 1

    Schema Snapshotting

    Automatically capture the baseline structure of any API or Database table.

  • 2

    Real-time Comparison

    Deep compare JSON payloads and SQL schemas to detect renamed or dropped fields.

  • 3

    Orchestration Webhooks

    Plug Ilusion into your existing Airflow, Dagster, or Prefect workflows.