Custom AI Harnesses for Your Industry
The model is a commodity; the harness is the product. We install a proven, model-agnostic AI copilot chassis into your industry's workflow — the same architecture we've already shipped for a major streaming studio's TV production and a recruiting firm.
Who this is for
Operators in document-heavy, ops-heavy verticals — production, recruiting, legal ops, logistics, insurance, real estate — who want a deep-domain AI copilot, not a chatbot wrapper, and don't want to bet the build on one model vendor.
What a harness is
A harness is everything around the model that makes it reliable in your business. Ours has a consistent shape, and the pattern is the product:
- A governed agent whose only way to act is through typed, schema-validated tool contracts for your domain.
- Deterministic code for everything that must be correct — priority engines, state machines, parsing, matching. The AI is confined to judgment, drafting, and parsing.
- Human approval gates on every side effect and an append-only audit trail — the same guardrail discipline we apply to HIPAA systems.
- Model-agnostic by construction: gateway routing with fallback across Anthropic, OpenAI, Google, and xAI models, and a centralized model registry — so vendor deprecations don't strand you.
- Chat plus context panels plus artifacts, so AI output lands as reviewable work product, not chat text.
It's repeatable because we've repeated it: once for a wardrobe department (the wardrobe harness), once for a recruiting firm (the recruiting copilot). Different industries, same chassis.
Engagements
Harness Pilot — 3–4 weeks, from $25,000
Your highest-value workflow wired into the chassis, deployed to a small user group, demo-ready. The fastest honest way to find out what a copilot does for your team.
Production Harness — 6–10 weeks, from $40,000
Full tool set, authentication, audit trail, data isolation, test suite, deployment, and handover documentation. Fixed scope, priced up front.
Harness Care — from $4,000/month
After ship: model-migration upkeep, new tools, monitoring. When a model is deprecated, it's our config change — not your rewrite.
Honest fine print: our wardrobe harness is a model-agnostic architecture currently deployed on Gemini; the recruiting copilot runs on Claude, GPT, Gemini, and Grok with live switching. We'll show you both.
Start with a Strategy Session
Bring the workflow that hurts. We'll tell you whether a harness fits, what it would take, and what it should cost — in writing, within 2 business days.