A GenAI insight tool for plant and supply chain leaders
- The situation
- Plant and supply chain leaders had no real-time view of downtime, and delivery practices differed across a dozen data and AI programs.
- What I did
- Owned delivery of a GenAI chatbot and insight tool on Python, Streamlit and Azure AI with LLM and RAG, validated directly with business sponsors. Built the EPMO with templates, KPIs and Definition of Ready and Done, moved 12+ Waterfall programs to Agile, and took programs through the Technical Architecture Board.
- The result
- USD 5M in annual savings credited to the tool. Delivery predictability up about 30 percent and critical-path escalation about 50 percent faster.
- Azure AI
- LLM and RAG
- Python
- Streamlit
- Snowflake
- Power BI