Work

Selected work

Real problems. The thinking behind them. The decisions that shaped the architecture.

Each write-up covers one engagement: the problem, the decisions, and the architecture that followed.

Case studies

Enterprise AI · AI Architecture · Decision Intelligence
Architecture exploration, ongoing discussion
SLM or LLM? The More Interesting Question Came First.
Instead of immediately comparing models, I stepped back and looked at what the platform actually needed the AI to do.
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Industry 4.0 · Data Architecture · Enterprise Technology Strategy
Ongoing engagement
Before Building the Factory of the Future, Find the Data Problem
When a manufacturing organization begins an Industry 4.0 transformation, the obvious questions are usually about machines, IoT, AI, dashboards and automation.
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An enterprise agentic AI platform
Product currently live and used by enterprises
Engineering ANT
ANT is a reusable platform for building governed AI workers: agents that reason, connect to enterprise systems, and execute business workflows.
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