How it works
One week.
Two speeds.
Your people work 40 hours. Here is what happens in the other 128.
Monday, 08:10
Human in the loop → Human on the loop.
One agent carries the work across every department, from step to step. Your people teach, trust, judge, set the taste and watch over it.
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Trust grows step by step, one kind of task at a time:
- Draft. It prepares the work; a person sends it.
- Ask. It does the work and asks before each risky step.
- Report. It does the work and tells you after.
- Own. It runs the work inside the limits you set.
When someone edits a draft, it learns why. That is how your people teach it, without writing a manual.
One agent sees the whole company, so it finds the one bottleneck that moves the company goal: global maxima, not one team's local maxima, at agentic speed.
Human in the loop
Work waits for a person at every step: 6 days.
Human on the loop
Agents carry every step. You step in where it matters: the same day.
Tuesday, 23:40
One memory the whole company writes to.
Every team writes to it, and every agent uses it. Every meeting, message, document and decision adds to it.
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- One company-wide memory, filled from the meetings, chats, email and files you already have. Every team writes to it; every agent uses it.
- When two things disagree, the newer decision wins and the old one is kept with its date.
- Personal, team and private spaces. Each person sees only what they are allowed to see.
- Every answer shows where it came from. Export all of it, any time.

Company memory
Discount for repeat customers over USD 50k?
New things learned this week
Wednesday, 14:00
Skills one team teaches, every team uses.
What one person teaches becomes a skill the whole company uses, from the first day.
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- A skill is how your company does one job: the steps, the rules and the judgement calls. One team teaches it; every team uses it.
- It is written from real work and real edits, so nobody has to write a manual.
- New hires work your way from day one. Know-how stays when people move on.
- Every version is kept with who taught it and why.

Skill
Follow up an unpaid invoice
Taught by Priya, accounts
- Remind on the due date, not before.
- Long-time customers get a call, not an email.
- Over 30 days late: ask the finance lead first.
Thursday, 03:00
Better every week.
Every change is tested on your real past work first, so small mistakes are caught before they pile up.
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- Every skill has a health score, made of checks your people can read.
- Independent judges grade the work. No model grades its own.
- A change goes live only if it helps on your past work and the company goal.
- Every version is kept. Roll back in one click.
Friday, 10:00
It works where your people work.
No new app. It joins your meetings, takes calls and answers in the chats you already use.
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- Joins meetings on Zoom, Google Meet and Microsoft Teams, takes notes and answers out loud.
- Calls in and out from its own phone number, on your phone account. Sends from its own email address.
- Your WhatsApp Business number. Approvals in Slack and Teams.
- Connects to every tool you run on: CRM, accounting, documents, calendar, project tools.

MeetingsZoom, Meet and Teams
PhoneIts own number, on your account
EmailIts own address
WhatsAppYour business number
Slack and TeamsAsks and reports
Every connectorCRM, accounts, files
Saturday, 02:15
Any model. Same quality. A fraction of the cost.
WorkWeaver tests cheaper models on your own past work. If one scores as well, it recommends the switch. You apply it in one tap.
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- WorkWeaver tests cheaper models on your own past work.
- If one scores as well, it recommends the switch. You apply it in one tap.
- A model that scores lower never goes live.
- Runs on your own keys, billed by the provider. No mark-up from us.
- Cloud agnostic: not tied to any cloud provider.
Example scorecard
New models are tested on your past work before they take over.
Sunday, 21:07
Fast, and still yours.
It asks before risky steps, keeps every action on record and works under its own name.
How we keep your company safe →Find the one bottleneck that moves your whole company.
Bring it to a 30-minute call. We'll map it with you.