MATTMRE

I build systems that run on your own metal, answer to your policies, and leave an audit trail you can hand to a judge. Most of what ships under my name is the same idea applied to a different problem — forensic OCR, eDiscovery translation, multi-agent orchestration, MCP aggregation, agentic governance.

I came up running pipelines for evidence-grade document work, which taught me one thing the rest of the industry keeps relearning: generative AI in a forensic chain is a liability unless every link is signed, replayable, and survives someone asking "prove it."

So I forge things that prove it. Local-first runtimes. CTC-only recognition. Hash-chained custody. Approval-gated workflows. Skill registries with provenance. The output of the forge is a usable document or a defensible action — not a vibe.

When I'm not shipping operator-grade automation I am usually burning roughly the GDP of a small island in tokens, testing how far autonomous agents can run without a human nodding yes between each step.