Lab
The next pattern of work.
We study the new patterns of work that AI makes possible. In our lab, and together with companies.
The steam engine amplified muscle power.
The computer, computation.
The internet, connection.
AI, knowledge.
And like every leap before it, the gain comes from a new pattern of work, not a faster version of the old one. The new pattern is simple: the loop closes.
A new pattern of work: Continuous Inquiry
New knowledge is built the way research works: observe, form hypotheses, test, record. That has always been possible, but costly: large systems, dedicated teams. With AI agents, this inquiry becomes continuous: a process that simply runs alongside the work, active, on your own data.
And this is where the real leap begins: every result becomes part of what you know, and every assignment makes the next one better. An organization doesn't just get faster. It gets better at getting better.
A standing report runs again. A loop starts from what it learned.
What we build for
An AI agent is quick to build. Putting it to work in production is the real challenge.
For AI to really work inside an organization, it takes more than a good model. This is what we work on:
Verifiable answers
Every answer comes with its sources.
Role-based access
Who is asking determines what is visible. No agent sees more than its person.
Predictable cost
Cost scales with preparation, not with every question.
Traceability
Who changed what, and what it rests on: all on record.
Model freedom
Switch models when a better one appears. The learning stays.
Switzerland and Europe
Data stays in Switzerland, in the languages Europe works in.
Models come and go. The learning stays: saved as the organization's knowledge.
What came out of it
HontoFlow.
One reality, shared by people and AI: your team and all its agents read and write the same pages. First the stack for our own work, now a product.
hontoflow.ai ↗Work with us
Your loop.
Whatever loop your team runs: reviews, forecasts, experiments, retros. When a question goes deep, we work on it together.
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