Slash your Databricks migration effort by 71% without risking data accuracy

SunnyShield

Automate your validation to catch +90% of errors pre-production and secure 100% audit-ready documentation automatically

THE PROBLEM

Migration validation is still a manual process for most teams.

When organizations move from legacy EDWs to Databricks, proving schema alignment, transformation integrity, and metric reconciliation falls to individual engineers. It relies on spreadsheets, sampling, and one-off scripts that don't scale or satisfy auditors.

Error_01

Row counts don’t catch small errors

When data moves between systems, transformation logic can shift in subtle ways. Those gaps only show up after go-live.

Error_02

Validation slows the whole project down

As migration accelerates, teams are still reconciling data manually. It doesn't scale and becomes the critical path.

Error_03

No consistent paper trail for auditors

Reconciliation happens differently across tables and teams. When auditors ask, there's nothing standardized to show them.

THE SOLUTION

SunnyShield automates validation natively inside Unity Catalog

AI-Assisted Detection
Automatically identifies metadata and statistical discrepancies across source and target environments, no manual SQL queries required.

Schema Comparison
Automated schema comparison across external, legacy, and Unity Catalog resources via foreign catalog integration.

Statistical Validation
Validates row counts, distributions, and data patterns, including the business rules and transformation logic that simple checks miss.

Audit-Ready Reporting
Comprehensive, 100% audit-traceable validation documentation generated automatically. Every run logged, every result tracked.