D-Agent
AI-Powered Database Migration Agent

Revolutionary session-based DB migration platform leveraging WatsonX AI for intelligent schema discovery, DDL generation, smart mapping, and optimized PySpark code creation - streamlining enterprise database migrations with 90% reduced manual effort.

90% Time Reduction
11 AI Tools
95% Accuracy
Discover
AI Analyze
Generate
Migrate

Revolutionizing Database Migration

Powered by IBM WatsonX AI and advanced automation

Intelligent Discovery

AI-powered schema analysis automatically identifies tables, relationships, and data types across complex DB2 environments

WatsonX AI DB2

Smart DDL Generation

Automatic target schema creation with optimized type mapping for DB2-to-DB2 and DB2-to-Snowflake migrations

Snowflake DDL

AI-Enhanced Mapping

WatsonX analyzes column similarities and business logic to generate intelligent mapping rules automatically

AI Mapping Smart Rules

Optimized Code Generation

AI-powered PySpark code creation with performance tuning, error handling, and enterprise best practices

PySpark Python

Natural Language Interface

Chat-based interaction through WatsonX Orchestrate enables business users to execute migrations naturally

NLP Chat UI

Enterprise-Grade Security

Session-based architecture with comprehensive error handling, fallback mechanisms, and enterprise security

Security Sessions

See D-Agent in Action

Interactive demo showing the complete migration workflow

1

Start Migration Chat

Click the chat widget to begin. Tell D-Agent about your migration needs in plain English.

2

Schema Discovery

D-Agent automatically discovers your DB2 schema and analyzes table structures.

3

AI-Powered Analysis

WatsonX AI analyzes relationships, generates mappings, and creates optimized migration code.

4

Execute Migration

Review and execute the generated PySpark code with built-in error handling and monitoring.

D-Agent Assistant
Hello! I'm D-Agent, your AI database migration assistant. I can help you migrate DB2 databases to Snowflake or other DB2 instances with 90% less manual effort. What would you like to migrate today?
I need to migrate my CUSTOMER_DATA schema from DB2 to Snowflake
Perfect! I'll help you migrate the CUSTOMER_DATA schema. Let me start by discovering your schema structure...

✅ Found 5 tables in CUSTOMER_DATA schema
✅ Analyzing relationships and dependencies
✅ Generating Snowflake-optimized DDL

Would you like me to create the migration session and proceed?

Connected to live WatsonX Orchestrate environment

Advanced Architecture

Built on IBM WatsonX with enterprise-grade scalability

User Interface
WatsonX Orchestrate
Web Interface
API Gateway
FastAPI Server
Authentication
AI Processing
WatsonX AI
Migration Tools
Session Manager
Data Sources
DB2 Source
Snowflake Target

Technology Stack

AI & ML

IBM WatsonX LangChain NLP

Backend

Python FastAPI PySpark

Databases

IBM DB2 Snowflake SQL

Cloud

IBM Cloud Orchestrate Enterprise

Ready to Transform Your Migrations?

Join the future of AI-powered database migration

Enterprise Ready

Production-grade solution with enterprise security and scalability

Quick Setup

Deploy in minutes with our comprehensive documentation and tools

Expert Support

Full support for implementation and migration strategy