AI licenses aren't an operating system.
Automoat is the tiger team that builds the one your business is missing. We sweep your operation end-to-end, install a tailored AI-native OS — models, knowledge, agents, workflows — and run it on retainer until your productivity lift is measurable in the P&L.
Your business runs on you.
The AI you've bought hasn't changed that.
Most established SMBs are spending tens of thousands per year on AI licenses — Copilot, ChatGPT Enterprise, vertical tools — and seeing single-digit productivity gains, if any. The math is well-documented; the operational gap, less so.
The gap isn't the AI. The gap is the operation around it. Licenses sit at the model layer. Productivity lives at the workflow and observability layers. Most firms have bought the first and never touched the rest.
Roadmaps don't run businesses. Operations do.
Two tracks. One brand.
Calibrated to your stage.
Same method, same standard of work — vocabulary calibrated to where your business actually is. Pick the one that sounds like you.
I lead an established firm and our AI spend hasn't moved the P&L.
For CEOs, COOs, and founders of established firms ready to install an AI-native operating system across front-, mid-, and back-office workflows.
See the page →I run an owner-operator business and the daily grind never lets up.
For owner-operators who built the business from scratch — and need the system that runs it when they're not in the room.
See the page →Three operations underneath every engagement.
The architecture is invariant. The depth changes with the offer.
The Sweep
Operations audit. AI-native roadmap. Business case. You keep the deliverable whether you hire us or not.
The Install
The custom AI-native OS — models, knowledge, agents, workflows, observability — built, deployed, instrumented.
The Retainer
The operating layer running, measured, optimized. Monthly KPI review. Quarterly business review. Incremental builds.
What you don't get from anyone else.
A tailored OS, not generic licenses.
Models, knowledge bases, agentic orchestration — built for your operation, not pulled off a shelf.
A tiger team, not a consulting deck.
Operators who sweep, build, install, and run. No roadmap-and-handoff. We stay on retainer.
Outcomes named at the start.
The standard of work is concrete: a named workflow, a measurable lift, a P&L line that moves.
What the work looks like in the P&L.
Composite scenarios drawn from real operator engagements. Filed with attribution constraints.
Monthly close, in days
Tailored agentic close + reconciliation layer. 60 partner hours/month reclaimed. Composite.
Inbound revenue, annualized
AI receptionist + dispatch tuning. Missed-call rate 31% → 4%. Payback at 23 weeks.
Discovery review throughput
Custom retrieval + agent orchestration. Realization rate up 18 pts on flat headcount.
5 clients. Real case studies. Preferential terms.
Applications reviewed in order received. Preferential commercial terms in exchange for public case-study rights and quarterly check-ins over two years.
Apply to the Cohort →Book an Ops Call.
30 minutes. Operator-to-operator. No deck. No follow-up nurture sequence designed to wear you down.
Book an Ops Call →