Case Studies
Each project below represents a completed engagement with a real client. The details are specific. The results are quantified where possible and honestly described where they can't be.
Built a secure, MCP-based Q&A interface that replaced a multi-day human relay chain with validated, cited answers in seconds.
Delivered a buildable reference architecture and governance framework for a telecom whose institutional knowledge was about to walk out the door.
Replaced spreadsheet-based production accounting with a structured data pipeline, increasing throughput 5x and delivering 170–250% first-year ROI.
Designed governance-mapped AI training for a top 10 accounting firm, turning compliance policy into practical, hands-on workflow.
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