---
title: "SmartConvert"
description: "Convert and validate with AI across syntax, semantics, and optimization to reduce manual migration effort with measurable accuracy."
canonical: https://www.smartmigrate.ai/smart-convert
htmlPath: /smart-convert
markdownPath: /smart-convert.md
schema: WebPage
updatedAt: 2025-10-21T00:00:00.000Z
---
# SmartConvert
Convert and validate with AI across syntax, semantics, and optimization to reduce manual migration effort with measurable accuracy.
Canonical: https://www.smartmigrate.ai/smart-convert
Public path: /smart-convert
Markdown resource: /smart-convert.md
SmartConvert converts and validates migration logic with AI across syntax, semantics, and optimization to reduce manual effort with measurable accuracy.

## Positioning

Start your modernization journey with a clean, complete picture of what you already have.

## System flow

- [Extract](/smart-extract)
- [Discover](/smart-discover)
- [Convert](/smart-convert)
- [Reconcile](/smart-reconcile)

## Full-fidelity extraction for any data system

- Smart Extract securely collects SQLs, schemas, logs, and metadata from diverse systems, producing reusable packages for migration and analysis.
- Multi-source Connectivity: Connect to any database engine — on-prem or cloud — through pluggable connectors. Teradata, Oracle, SQL Server, Netezza, DB2, Hive, Snowflake, and more.
- Object-level SQL Extraction: Automatically extract stored procedures, views, triggers, functions, queries, and DDLs — preserving structure and dependencies.
- Metadata + Stats Collection: Capture table statistics, storage metrics, and query logs to inform Discover’s complexity scoring and Convert’s optimization
- Integrity & Verification: Generate manifests with checksums, row counts, and lineage mapping to ensure completeness and auditability.
- [Explore the extraction process](/smart-extract/#architecture)

## High-level subsystem schematic

- [High-level subsystem schematic](https://dummyimage.com/1200x600/0f172a/ffffff&text=Architecture+Diagram)
- High-level subsystem schematic

## Security and governance

- 🔒 RBAC
- 🧱 Residency
- 📜 Auditability

## Timeline

- Days 1–2: Connectivity setup, dry runs, and validation of credentials.
- Days 3–5: Full metadata and SQL extraction; integrity verification completed.
- days 6-7: Delivery of standardized bundles; ready for Discover & Convert ingestion.

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