AI Infrastructure Operator
We build the AI infrastructure your company runs on
Tunable to any business vertical, operated in natural language, and proved first on itself. 28 years in operations. Human approval on every consequential action.
4–8 weeks
From kickoff to a production deployment
Every action logged
Tamper-evident audit trail on every AI decision
You own the code
Full source, no lock-in, self-hostable
The Product
Mahoosuc Operating System
MOS is an instance you deploy into an existing business. It integrates with what's already there, pulls the data, and recommends the automations that matter. The data it collects shapes the infrastructure it becomes.
Tunable across six verticals
Healthcare
HIPAA-aware, FHIR/HL7 compatible
Trades
Booking, scheduling, reputation, field ops
Hospitality
Guest ops, maintenance, reviews, revenue
Real Estate
Lead pipeline, CRM, transaction automation
Legal
Document workflows, compliance, matter tracking
Generic Business
Sales, content, ops — any vertical
How it works
Natural language in. Working infrastructure out.
Onboard
MOS onboards customers by conducting an interview through its own agents. The interview produces live configuration — not a static plan. Your employees are led through event-driven workflows as the operating system stands up around them.
Route
Natural language is the only required input. The CX sidecar fields every request, logs it against your customer + product + deployment, and hands it to Agent Mahoo — the V2 orchestrator. Mahoo classifies each request as an update to an existing deployment (handled end-to-end) or a net-new build-out (handed to Maestro, the ODD conductor).
Ship
Outcome Driven Development (ODD) — inspired by Archon — is how MOS turns architectural intent into a working solution. Every unit of work traces to a named outcome, is independently deliverable, and passes convergence gates before it ships.
Methodology
Outcome Driven Development
ODD — inspired by Archon — is how MOS turns a customer's architectural intent into a working solution. Every unit of work traces to a named outcome, is independently deliverable, and passes convergence gates before it ships. Customers give architectural direction; the system handles technical choices.
Security
Security is the spine of the design
Built for enterprise and regulated verticals from the ground up.
- →RBAC with per-role scope enforcement
- →Consent as a first-class object
- →Data segregation by purpose
- →Per-agent tool allowlists via MCP gateway
- →Comprehensive audit trail on every AI action
How we're different
We're an operations firm, not a vendor. Here's what that means.
We're not a consultancy
Consultancies deliver strategy decks and leave. We deliver working infrastructure and stay. When the engagement ends, the system keeps running — and keeps getting smarter.
We're not a platform vendor
Platform vendors sell you AI features bolted onto their existing product. MOS integrates with what you already have, pulls the data, and recommends the automations that matter. The data it collects shapes the infrastructure it becomes.
We're not a dev shop
Dev shops build one thing and move on. We build systems that compound — patterns from your first project accelerate your second. Knowledge stays in infrastructure, not in someone's head.
Ready to start?
Book a 60-minute discovery call. We size the problem, show the running system, and map the first implementation.