Projects and the decisions behind them.

Case studies from regulated and enterprise environments, plus active Althor Labs builds. Each entry covers the architecture, operating constraints, and observed result.

Client work

Production · Regulated environment

Multi-model extraction pipeline

Compare model outputs field by field, validate the results, and send disagreements to a reviewer. Preserve the original output and the final decision.

Production · Global enterprise

Enterprise AI governance platform

Use-case registry with four-tier RBAC, council review workflow, native Teams + SharePoint embedding. Built so adoption tracking and compliance review run against the same surface.

Building

Independent project · Architecture notes

Spire

My independent infrastructure project. A React and TypeScript operator interface, a retained Rust execution backend, and explicit records of actions and their outcomes.