An Operating Company Built in Eight Weeks
I built this team in less than 90 days. No co-founder. No engineering hires. I created 123 AI Specialists, designed and onboarded one job at a time, now running a four-division operating company that would otherwise need a team of fifty. You'll find every one of them below: name, role, collaborators, and the hours each saves me. The list grows as the operation grows.
Reading time: 6 minutes. The full inventory takes longer.
Built April 2026. Live and producing work daily. The numbers below update as new AI Specialists ship.
01 · The thesis
I believe in a world where every ambitious person can operate beyond their human limits, through a human-led, AI-amplified intelligence that is grown from within, uniquely theirs, that they fully own, and that makes previously impossible outcomes inevitable.
Most business owners already know they should be doing something with AI. The problem is that almost everything they're shown is either too generic to matter, or too extreme to take seriously. On the one hand, there is lots of hype about prompts, chatbots, "ten AI tools every business needs." On the other, six-figure eighteen-month transformations that expect you to change your business model and rebrand around AI.
This is exactly what inspired me to build the Octopus Brain for my business.
02 · The architecture
A business architecture where a human Central Intelligence provides the vision and strategic gatekeeping, while a network of specialised AI Peripheral Intelligences, like the tentacles of an octopus, handles the local execution.
An octopus has one central brain and eight peripheral brains, one in each tentacle. The central brain coordinates identity, intention and direction. The tentacles execute, autonomously, with their own local intelligence. The whole organism is one coordinated being.
That is the architecture under everything in this operation. The Central Intelligence is one human (me) plus the Collective Brain. The Brain is the persistent memory that holds identity, principles, voice, and ecosystem context. The Peripheral Intelligences are the 123 AI Specialists, distributed across 4 divisions and 18 departments, each with its own scope, its own mandate, its own role.
The connective tissue is the Voice Bible, the strategic principles, the writer/reviewer separation rule, and the schemas. That is what lets the peripherals coordinate without being micromanaged. Neither tries to be the other. I lead. The AI executes.
This is what turns AI from experimental expense into structural multiplier. It is what makes previously impossible outcomes inevitable.
03 · The build
No team, no co-founder, no engineering hires. The dates are real, the artefacts are live, the cost was my time, my intellectual input, my vision and the cost of the Techstack I used to build it. Each row below is a project that is currently producing work in production.
04 · The structure
Each division is an actual operating function with its own AI Specialists, its own outputs, and its own measurable work. Not a marketing chart.
05 · Specific proof
The cost of compliance. The speed of reconstruction. The unit economics of advisory. These are mine.
A complete Swiss quality-management documentation suite, ten specialist AI Specialists producing audit-ready criteria documents across all eight eduQua principles. The traditional engagement runs CHF 25–60k and 6–12 months.
Five-source pipeline (Stripe, PayPal, two bank accounts, payroll) routed into a fully validated set of journal entries against a Swiss KMU chart of accounts. Zero unclassified. Layer-1 validation passing.
Five advisors, one peer-review round (anonymised, shuffled), one Chairman synthesis, schema-validated output. The advisory engagement that would normally cost five figures and take three weeks runs in twelve minutes for a few cents of inference.
Thirty-plus governance files across twelve layers, exposed via an MCP server over Tailscale, audited nightly by an immune-system AI Specialist. Every other employee reads from it before it acts. Without it, every session starts from zero.
From the Behind the Build series
It runs every night at 03:30 UTC. It reads which assessments have crossed their FADP retention window. It deletes the raw audio, leaves the transcript, and writes a single timestamp back to the assessment row. That is everything it does — and it is what discharges a legal obligation owed by Digital Professionals Academy Sagl to every learner on the platform. Written in code rather than in promises.
Read the post →Behind the Build
Dated field notes from inside the company. Wins, mistakes, and the architecture decisions in between.
Sophie is the practice partner. Nigel AI is the expert coach clone for the conversation Sophie cannot have. The architectural decision the platform would not work without.
Read the post →Every piece of paid acquisition on EnglishFluency.Online runs against an ICP defined by one agent. The Audience Architect is the agent who decides who the platform should be marketing to — and, more importantly, who it should not. The decision shapes every ad, every landing page, every dollar of spend downstream.
Read the post →Sophie's voice is what the learner actually hears. Coach Speak is the agent that turns Sophie's text into audio in under a second, while preserving the warmth, the British accent, and the slight imperfection that makes her sound like a person rather than a system. The latency is the build problem. The imperfection is the design problem.
Read the post →06 · Work with me
Most consulting hands you a deck. This one hands you an operating company that runs your domain — grown from your business, uniquely yours, fully owned.
Engagements run from a single Council session up to a full four-week build of your divisional stack. Every engagement begins with a free 30-minute scoping conversation.