People decide
The AI proposes; a person approves. Anything consequential waits for a yes, and the lines that must never be crossed are built into the program rather than written as a polite request in its instructions.
AI-driven software
AI that works under human judgement.
KorpusTech builds AI tools that do real work — writing the report, planning the system, guiding the lesson — while the people who use them stay in charge of what matters: what it may touch, what gets approved, and what counts as done.
How we build
Four things every product here has in common
It checks its own work
Every product separates doing from checking. A result is verified before it is called finished, and a check that cannot be made is reported as unknown — never quietly counted as a pass.
Honest about limits
We say what has not been proven, what is still in development, and what a tool cannot do. A product you can trust starts with a description you can trust.
You choose the AI
Every product works with models from several AI companies, and Karkhana with one running on your own computer too. The value is in how the work is governed, not in any one model — so no product here depends on a single company's AI.
Products
What we are building
One working product, shown by live demo, and two in development with working code.
Demo on request · Windows only
Karkhana
A workshop on your desk, where the worker is an AI. Point it at a folder and give it a job in plain language. It plans, reads your files, writes the report or the spreadsheet, and checks its own work before saying it is done — asking you first before anything risky.
Your files stay on your computer, and you choose the AI: a model from one of nine AI companies, or one running entirely on your own machine, so nothing leaves it at all.
Explore Karkhana →
In development
About SpecForge →
SpecForge
Engineering discipline for AI coding agents. It plans the software properly — domain, architecture, specification — before an agent writes a line. AI proposes, human approves, harness enforces.
In development
About Lumio →
Lumio
An after-school AI learning companion for children aged 3 to 10 — alongside school, not a substitute for it — grounded in child development research. No scores, no leaderboards — learning built on cooperation, curiosity and the joy of discovery.
See Karkhana at work: a lawyer's contract renewals, an accountant's unpaid invoices, an analyst's board briefing and a property manager's lease schedule — four real runs, with every question it asked and the files it produced. See the examples →
Built to last
Built to be picked up by someone else
Working code, automated tests, and a written record of every significant decision — so a product can be trusted, extended and carried forward.
3AI products — one working, two in development
~158,000lines of code
3,700+automated tests
Writtendesign record behind each product
Work with KorpusTech
See Karkhana in a live demo, plan a pilot in your organisation, build one of our products into your own offering — or invest in what comes next.