Audit → Install → Operate
From scattered AI experiments to a system your team actually uses. Audit → Install → Operate, on the tools you already run.
Your firm bought the AI subscriptions. The work still runs on manual effort, and it all runs through you.
What an operating system means
connects the pieces · absorbs the manual work between them
Your existing stack — the foundation
Nothing gets replaced. The system connects what you already run and absorbs the manual work between the pieces, with a human decision at every point that matters.
Capabilities
Your CRM, inbox, documents, and databases wired to AI through MCP, the open standard for connecting AI to business software. The system works inside the tools you already run.
The manual operations that eat your team's week — intake, document review, drafting, follow-ups, reporting — rebuilt as AI workflows that run daily with human approval.
Your firm's know-how encoded as reusable AI skills: how you write, how you price, how you review. Quality engineered once, not re-prompted every morning.
Your weekly marketing rhythm produced in your voice, and a pipeline engine that finds and ranks your next clients from public data.
Your people onboarded to the system as it ships: a structured ramp from first prompt to running and improving their own workflows.
Where off-the-shelf stops, purpose-built starts: calculators, dashboards, client portals, and verification pipelines built for your firm. Model choice is engineered too: frontier intelligence like Claude where judgment matters, lean open-source models for the high-volume steps, so capability grows without the token bill growing with it.
Trust Layer
Every generated document passes an independent verification step that recalculates every figure and date from source before a human ever reviews it. Your team approves everything that leaves the building.
The process
$500, credited in full against an install.
A 30-minute working call: we walk your operation end to end, map where your team's hours go, and put numbers on what the manual work costs. You get a written findings memo either way — the bottleneck ranking, the monthly cost of the manual work, and what I would install first. Two audits per week; the cap keeps the memos good.
Book your auditFixed scope, capability sequence matched to your biggest bottleneck first.
8 to 10 weeks on your existing stack, your team trained as each piece goes live.
Monthly retainer: monitoring, iteration, a weekly ops review, a new capability each quarter. An operations partner on your desk, at a fraction of a coordinator's cost.
Who this is for
Founder-led firms where the work is document-heavy and client-facing, and where the principal is still the operational bottleneck. If that reads like your desk, the audit is the front door.
The operator
I have been running operations inside working companies for more than 10 years, on a path that runs from the Army through tech startups to founder-led firms. The system I install is the system I built to run my own desk: real clients, real documents, real deadlines, every week. I install operating systems I would stake my own workload on, because I do.
“James onboarded me onto Claude. I knew nothing about Claude before I met with James. He trained me on Claude Code and CoWork from scratch. He then set me up with a workflow that cut one of my most time-consuming daily tasks down to minutes. What makes him effective is his practical process: he starts from how you actually work, builds the system around that, and then teaches you until you can run it yourself. If you’re looking to bring AI into your business operations, James is the person who makes it real instead of theoretical.”
“He’s clearly got the experience to not only execute on your project, but to suggest ways that it can be done better, faster and with better results. He knows his tools and has clearly developed many lead generation processes and pipelines. […] He delivers! Shows up prepared for meetings and hits deadlines.”
“His charm, professionalism, and knack for understanding customer needs make him exceptional. […] He’s someone who truly embodies great service. His knowledge and forward thinking will be a force for any sales team.”
The method, the capability stack, and a self-audit you can run this week. Free.
Download the Blueprint (PDF) or go to the Blueprint pageOne question decides whether this is worth your time: where do your team's hours actually go?
Book the audit