Working systems,not just demos.

Designed, architected, and shipped by Michael O'Hair. Explore the decisions behind each build — from structured inputs to deterministic rules and results you can inspect.

Explore the builds

The collection / 03 studies

Explore the systems.

Available builds open in a new tab.
More studies are taking shape.

Study 01Live · interactive

Dispatch Intelligence

A messy freight email becomes a typed load spec with per-field confidence, then a rate model prices it and ranks direct, hub-relay, and team lane options — with the full rate build shown.

structured extraction · rate engine · route scoring · next.js 16Open demo

Study 02Link pending

Proposal Builder

One prompt becomes a structured proposal spec, generated diagrams, and a client-ready PDF — with a model selector, provider cost ledger, and cost-cap gates on every run.

langgraph · zod-validated specs · cost governance · pdf + diagramsAwaiting public URL

Study 03Link pending

Governor Console

The guardrail layer itself: agents propose actions, a deterministic governor approves, gates, and logs them. Workflow engine, provider registry, and an operational console.

agent orchestration · deterministic gates · audit log · 140+ testsAwaiting public URL