Sample service

Data migration readiness and validation automation

A focused engagement to profile source data, detect anomalies, and build automated validation checks.

The engagement focuses on:

  • Data profiling and anomaly report for key entities
  • Reusable validation suite for migration testing
  • Cutover runbook with quality gates

Designed to reduce cutover risk and speed acceptance.

Typical tech: Snowflake, BigQuery, Redshift, Python, Great Expectations.

Data migration readiness and validation visualization
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