Our vision
Scaling human expertise
“Here's to the experts, the pros, the authorities, the certified.”
From the founders
“The rightful role of AI is to carry an expert's judgment further than one person ever could.”Read the Precision Manifesto


The Founders
Sara Landfors, Dennis Landfors and Kalle Hansson
Roadmap
From expert work to a skill repository
Each step puts an expert's method in front of more of the work, with a person still signing off what comes out.
- 1
Where we started
Expert work at scale
Experts run their own method over 200+ files at once. Every answer is cited to the page and signed off by a person.
- 2
Now
Notebooks
One Notebook takes a team from the source documents to the finished deliverable, written straight into the firm's own templates.
- 3
Next
The firm's best method, everywhere
Notebooks become part of how the whole firm works. Every employee, on every engagement, works with the method of its best specialist, inside the systems they already use.
- 4
Where we're headed
The skill repository
AI agents call each firm's verified skills, a KYC check for example, from a trusted marketplace, with an expert in the loop for every decision.
Live today
How Notebooks do the work
Notebooks are built on a completely new approach to AI. Every task runs on its own virtual machine, a real computer of its own, and that is what lets Normain do the work rather than just describe it: it opens your real files, works across hundreds at once, checks itself before answering, and writes the finished result straight into a Word, Excel or PDF in your template, or leaves its edits as suggestions you can accept or reject.
Read the Notebooks launchPut Normain to the test on your most complex documents
Bring your toughest documents and the questions that come with them. In minutes, watch Normain work through them with the reasoning and citations in view, all the way to the finished Word, Excel or PowerPoint file.

