Every AI draft sounds like a machine.
A model of how our founder talks scores any draft on request, and points at the lines that sound least like him; a person fixes them and says yes. We run it in our own company today.
Tested on twenty of your own past drafts before it goes live, and kept working as AI changes.
Eashan Gupta, founder. You meet him on the first call.
56of 100
how close an AI agent’s drafts came to Eashan’s voice; his own words score 93
Its reading, 22 Sep 2026
For your company
What we would build for you.
Every reply and first message your AI agents draft is scored against your own voice. A person fixes the lines it points at, and says yes before anything is sent.
- A draft
- Its score out of 100
- The lines to fix
- Sent after a yes
Where to start
In our own company
A score for every draft, and the lines to fix.
Built from how he talks
A model of how our founder talks, built from more than 600,000 of his own dictated words.
Any draft, scored on request
It scores a draft out of 100 when someone asks it to.
Three lines flagged
It points at the lines that sound least like him, so a person can fix them.
Rebuilt every night
It is rebuilt each night, and swapped in only when its check passes.
The record
How it was counted.
90of 100
on 157 of his dictations it had not seen
Its reading, 11 Oct 2026
- Built22 September 2026, from more than 600,000 of his own dictated words
- The pairsFive matched subjects, scored by the model alone; no person has judged them
- RebuiltEvery night, and swapped in only when its check passes
This one is ours. Yours is tested on twenty of your own past drafts before it goes live.
More stories
More of what we have built.
For an industry body
The event app, in two languages
Two leadership meetings, every session in Japanese or English.
Built inside IKAN
The company brain
Ask anything, and get the answer with its source.
It works today. We keep it working tomorrow.
How it works- Work it out, most consultants stop here
- Build it, most software firms stop here
- Run it
- Answer for it
- We stay
Something like this, built for your company.
45 minutes on a video call with Eashan. Bring the people who live with the problem. Nothing to sign.
What stays yours
- Your accountsin your company's name
- Your codeevery line of it
- Personal dataabout your customers and staff, on your own machine unless you approve otherwise in writing
- Plain files and a how-to guideif you stop
Eashan Gupta, founder. You meet him on the first call.