SQAUTO

SQL MigrationAI ProfilingData NormalizationStaging Ops

Executive Overview

INDUSTRIAL-GRADE SQL MIGRATION. SQAUTO is a specialized platform designed to handle massive SQL dumps, providing real-time analysis, automated cleaning, and safe migration into modern architectures.

The Bottleneck

Legacy databases often contain fragmented relations, inconsistent formatting, and are too large (5GB+) for standard manual auditing tools, leading to high failure rates during migration.

The Architecture

A service-oriented migration pipeline utilizing Python (Polars) for heavy lifting and Gemini AI for intelligent schema profiling. It ensures a read-only source of truth while performing all transformations in an isolated, auditable staging environment.

Active Edge Container