SKYLIFTAI

Gen-AI Powered Database Migration, Testing & Validation Using SkyliftAI MODDB

MODDB combines migration rules, RAG, LLM-based code generation, automated business use case test generation, and comprehensive validation to deliver a secure, end-to-end SQL/PLSQL migration and testing platform.

Explore Modules View Architecture
7
Databases Supported
AI
Driven Migration
100%
Test Traceability
24/7
Monitoring & Audit
Platform Modules

Three Engines. One Unified Platform.

Gen-AI Powered Database Migration & Validation

Migration rules, RAG & LLM-based SQL/PLSQL transformation with automated validation.
Business Use Case Test Generation & Execution

Derives business-oriented test scenarios from SQL/PLSQL workloads and validates functional correctness.
Gen-AI Powered Test Case Generation & Execution

Automates test data creation, source & target execution, and result comparison at scale.
About MODDB

MODDB — Gen-AI Powered Database Migration & Validation Platform

MODDB is a Gen-AI powered database migration and validation platform that enables secure, automated, and intelligent migration of SQL/PLSQL workloads across multiple database platforms. It combines migration rules, RAG, LLM-based code generation, automated validation, and comprehensive monitoring to deliver an end-to-end migration and validation workflow.

✦ Built for enterprises modernizing mission-critical SQL/PLSQL workloads.

Gen-AI Powered Database Migration & Validation

End-to-end SQL/PLSQL migration and validation, powered by migration rules, embeddings, RAG, and LLM-based code generation.

MODDB Gen-AI Powered Database Migration Engine Architecture

Key Capabilities

  • Multi-Database Support — Oracle, PostgreSQL, SQL Server, MySQL, Sybase ASA/ASE, and Informix.
  • Intelligent Code Analysis — Parses SQL/PLSQL source code and extracts database objects and metadata.
  • Gen-AI Powered Migration — Applies migration rules and AI-driven analysis to transform source code into target-compatible SQL.
  • Context-Aware Generation — Uses embeddings and RAG to retrieve relevant database context and improve accuracy.
  • Secure Processing — Protects sensitive code and identifiers through code obfuscation during AI processing.
  • Automated SQL Generation & Validation — Generates target SQL and validates syntax, semantics, dependencies, and execution readiness.
  • API & Platform Services — REST APIs, authentication, authorization, job management, downloads, monitoring, health checks, and audit logging.
  • End-to-End Traceability — Monitors and records the migration workflow with detailed logs and reports.

End-to-End Migration Workflow

Source Database
SQL/PLSQL Parsing
Migration Rules & AI Analysis
RAG & LLM Processing
Target SQL Generation & Validation
Target Database + Monitoring & Audit

Supported Database Platforms

Source and target support across the major enterprise and open-source database engines.

Oracle

PostgreSQL

SQL Server

MySQL

Sybase ASA (SQL Anywhere)

Sybase ASE

Informix

Business Use Case Test Generation & Execution

Uses AI to automatically derive business-oriented test scenarios from SQL/PLSQL workloads, generate test cases and supporting test data, execute them across database environments, and compare results to validate functional correctness and consistency.

MODDB Business Use Case Test Generation and Execution Workflow

Workflow

1 Connect to Source Database

Connects to the source database and identifies required business use cases and database objects.

2 Extract Metadata & Code

Extracts relevant SQL/PLSQL code, metadata, procedures, functions, tables, and dependencies.

3 Analyze Business Logic

Parses and analyzes the source code to understand business logic, workflows, inputs, outputs, and dependencies.

4 Generate Business Use Case Test Scenarios

Identifies functional scenarios and generates comprehensive test cases covering positive, negative, boundary, and exception conditions.

5 Generate Test Data

Creates the required test, reference, and dummy data for executing the generated test cases.

6 Execute Test Cases

Executes the generated test cases against the source and target database environments.

7 Compare Execution Results

Compares source and target results to verify functional equivalence and identify discrepancies.

8 Validate Test Results

Validates pass/fail status, expected versus actual results, errors, and functional mismatches.

9 Generate Test Reports

Produces detailed test execution reports, coverage metrics, results, and error information.

10 Store & Deliver Test Artifacts

Stores test cases, test data, execution results, logs, reports, and audit artifacts for further analysis and traceability.

Gen-AI Powered Test Case Generation & Execution

Automates test case generation, test data creation, execution, and result comparison for database migration validation — ensuring functional equivalence between source and migrated PostgreSQL workloads.

MODDB Generative AI-Powered Test Case Generation and Execution Architecture

Key Capabilities

  • Automated Test Case Generation — Generates comprehensive test cases for source database workloads and converted target SQL.
  • Source & Target Database Testing — Executes generated test cases against both source and target databases.
  • Intelligent Test Data Generation — Creates reference, test, and dummy data required for test execution.
  • Result Comparison & Validation — Compares source and target execution results to identify functional differences and mismatches.
  • PostgreSQL Validation — Supports test generation and execution for converted PostgreSQL SQL.
  • Centralized Storage — Stores generated SQL, test cases, test data, reports, logs, configurations, backups, and audit artifacts.
  • Audit & Traceability — Maintains execution logs and generated artifacts for analysis, troubleshooting, and audit purposes.

End-to-End Workflow

Validated PostgreSQL SQL
Test Case Generation
Test Data Creation
Source & Target Execution
Result Comparison
Functional Validation
Reports & Artifacts

Key Outputs

Everything you need to trust, trace, and act on a migration — generated automatically by MODDB.

Converted PostgreSQL SQL Scripts

Validated and optimized PostgreSQL SQL scripts.

Generated Test Cases

Comprehensive test cases with setup, assertions & teardowns for Oracle and PostgreSQL.

Test Execution Reports

Detailed execution results, logs, pass/fail status & error details.

Compatibility & Risk Analysis

Compatibility assessment, risk identification & recommendations.

Executive Summary Report

High-level migration summary with KPIs and insights.

Logs, Audit Trails & Metrics

Complete audit logs, performance metrics & operational insights.

Why Choose SkyliftAI MODDB?

AI-Driven, RAG-Enhanced Migration

Embeddings and retrieval-augmented generation improve translation accuracy for complex SQL/PLSQL logic.

Business Use Case Aware Testing

Test scenarios are derived from real business logic — not just schema-level checks.

Secure by Design

Code obfuscation protects sensitive identifiers and logic before any AI processing.

Automated Test Execution & Comparison

Runs generated test cases against source and target databases and flags functional mismatches automatically.

Full Auditability

Every job, artifact, and result is logged and traceable end-to-end for compliance and troubleshooting.

Ready to Migrate and Validate with Confidence?

Let's discuss how MODDB can help you migrate SQL/PLSQL workloads across databases and validate functional correctness with AI-generated business use case tests.

Get Started Today