GlobalLogic · 2022 – present
GenAI migration accelerators
RAG and Agentic AI for schema mapping and automated migration between heterogeneous ERP systems, plus a RAG-based product support chatbot.
At a glance
- Source ERP schema
- RAG over schemas and docs
- Agent proposes mapping
- Automated migration
Context
Moving data between ERP systems means mapping differently named tables and fields, mostly by hand.
Problem
Cut the manual mapping effort and make migrations repeatable.
My role
Solution architect.
Approach and architecture
- Retrieval-augmented generation over source and target schemas and documentation
- Agents that propose mappings, generate migration steps and check results
- A RAG-based chatbot that answers product support questions from documentation
Stack
- LLMs
- RAG
- Agentic AI