Embedded AI operators
AI that works inside your business, not beside it.
We embed an AI operator in your team a few days a week, backed by a bench of AI agents and specialist partners. We find the work AI should be doing, build it into the tools you already use, and report the hours it gives back every week.
Three minutes. Instant score. No sales call unless you want one.
Illustrative workflow, not a client record. Try the switch.
The operator model
Not a tool. Not a consultant. An operator.
Most AI tools go unused and most strategy decks never ship. We embed an operator in your team, backed by our agent bench and partners, to build AI that works and count the hours it returns.
Embedded operator
Your operator works inside your team on set days each week, learns how the work really gets done, and owns the rollout from first win to handover.
AI agent bench
Behind every operator sits a bench of AI agents and specialist partners that research, build and test in parallel, so every engagement has a full team behind it.
Measured outcomes
Every workflow starts with a baseline. Each week you see the hours it returned. We expand what works and switch off what does not.
The honest part
Fair questions about AI, answered plainly.
Most people are wary of AI, and they have good reasons. Here is what the research says people worry about, and how we work because of it.
of Americans expect AI to reduce the number of jobs in the US over the next ten years.
Gallup, May 2026We aim AI at the work people least want to do.
Copying between systems, chasing receipts, sorting inboxes, rebuilding the same report every Monday. We measure success in hours handed back to the people already on your team, and we count them every week.
of Americans now say AI does more harm than good, up from 31 percent a year earlier.
Gallup, May 2026AI drafts. A person signs off.
Anything customer facing goes to a person on your team for approval until you decide otherwise. No unchecked emails, no made up answers sent in your name, no generic filler.
of Americans have little or no trust in businesses to use AI responsibly.
Gallup, May 2026Your data stays in your tools.
We build inside the software you already own and pay for. No new data silos and no lock in. You can see what each workflow does and who approved it.
People want to know they can stop it. They should be able to.
Small first. Proven, then expanded.
Every workflow starts with a baseline and a weekly count. We expand what proves itself and switch off what does not. You decide what runs on its own and what waits for a person.
No stock photos and no image generator output on this site. Everything you see is type and code.
Who we work with
Built for your size of business.
Pick the door that fits. Each one shows the problems we solve for businesses your size and how an engagement works.
Local business
wineries, shops, studios- You answer the same customer questions by email, phone and DM, every day.
- Bookings, club members or orders live in three tools that do not talk to each other.
- Marketing happens when there is time, and there rarely is.
Growing company
20 to 500 people- You pay for AI seats, but use is patchy and nobody owns adoption.
- Reports, handoffs and admin still get copied by hand between tools.
- Software spend keeps rising while the work stays the same.
Enterprise
500+ people- Pilots stall between the innovation team and the people doing the work.
- Platform licences overlap and nobody has mapped what AI could replace or retire.
- Security and change management slow every rollout.
Estimate it
What could AI give back to your team?
Move the sliders. We assume AI takes over a conservative 30 percent of repetitive work. Your real number depends on your tools and processes.
Estimate only. Assumes 30 percent of repetitive work is automated, 48 working weeks a year, 40 hour weeks. Your quiz score gives a tailored picture.
How an engagement runs
From first call to working AI in week one.
No six month transformation program. We start with two or three wins, prove them, then scale what works.
Score
A nine question assessment of your team, tools and time drains returns an instant AI opportunity score.
Plan
A working session with an operator to pick the two or three wins likely to pay back fastest.
Embed
Local businesses get a fixed setup package. Larger teams get an operator on set days each week, reporting hours returned.
Start here
Find out where AI pays back first in your business.
Nine questions. An instant score. Two or three concrete wins you can act on, with or without us.