Project

Agentic Ops Reporting on an Enterprise Data Lake

LLM agents with governed, tool-level access to ERP, WMS and data-lake tables — producing scheduled operational reports and cross-checking shipping documents against purchase orders.

What I built

  • —MCP servers exposing ERP, warehouse and data-lake datasets to agents, with explicit filters, limits and truncation flags on every result.
  • —Scheduled agent-built reports (daily order review, open-PO backlog, container forecasts) reconciled against source systems before release.
  • —Document extraction that matches bills of lading, packing lists and invoices to ERP purchase orders and flags mismatches.