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// A startup factory, not a school.

One engine. Two markets.
Companies that run themselves.

We build AI-powered ventures with outliers — and run autonomous marketing & sales engines for small businesses. The same engine we run for ours.

01 — the split

One engine, two markets

Cognitive Education — AI in Education

The startup IS the curriculum.

Learning-sciences products, built with teachers and outlier learners — not for a committee. We ship them, measure them in real classrooms, and keep what works.

Report Card WriterEduNotebook

The Lean Education Framework — Build → Measure → Learn — applied to how people actually learn. Founders learn by shipping. So do students.

See the education lane
AI Automation — for SMEs

Your follow-up, on autopilot.

Every enquiry answered in under 60 seconds. 2–3 on-brand posts a week, shipping without you touching anything.

Done-for-you. Month-to-month. No setup fee. We run the same engine on our own products first — you get what already survived contact with a real business.

enquiry + reply < 60scontent shipped weeklyno contracts
Book a free discovery call

Prefer a deep-dive first? Start with an AI Pipeline Audit.

02 — proof

Built and operated by our own agents

EvoFit Trainer

Fitness coaching platform

EvoFit Meals

Meal planning engine

SmartSocial

Autonomous social publishing

Report Card Writer

Teacher reporting tool

EduNotebook

Learning-sciences notebook

5
live products
26+
AI agents in operation
22-day
ship cycles
03 — the framework

Build → Measure → Learn

Lean startup, applied to learning and to client engines. Same loop, both lanes.

01

Build

Ship the smallest version that can teach you something. A product, a lesson, a client engine — same rule.

02

Measure

Real usage, real replies, real revenue. Not opinions, not vanity dashboards.

03

Learn

Keep what the data defends. Cut the rest. Run the loop again — every 22 days.

04 — from the blog

Notes from the factory floor

discovery-call — zsh

$ book --free 30min

→ what we'd automate first in your business

→ no deck, no pitch, no obligation