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Routine work11 waiting10 waiting9 waiting8 waiting7 waiting6 waiting5 waiting4 waiting3 waiting2 waiting1 waiting0 waitingAll handledMon 3Tue 4Wed 5Thu 6Fri 7091011121314151617team syncclient callcase reviewsupplier callintake callsintake callsremindersremindersemail triageemail triageinvoicesinvoicesclaim formsclaim formsvisit notesvisit notesquotesquotesunpaid billsunpaid billsstock reorderstock reorderno show callsno show callsreview repliesreview replieshours AI gives back0h1h1h 40m3h 10m4h 30m5h 50m7h7h 50m8h 50m10h11h12hback this week

AI for a team of about ten.

At this size the time goes in the gaps between people: the quote waiting on a reply, the job nobody confirmed. One hour together and you'll see which gaps AI can close. No tech team needed.

Real things your team can achieve this month.

kickoff
#sales
maya 4:52 PMAcme signed 🎉 3 landing pages by Oct 1
Projects / Acme
Kickoff

3 landing pages · due Oct 1 · owner: Sam

Where the work changes hands.

With ten people the dashboard isn't a list, it's a board with a seam down the middle: what sales promised on one side, what delivery owes on the other, and every handoff between them tracked so nothing waits in an inbox.

handoffs
Salespromised

Acme · 3 pages Won

Rimon · rebrand · quote sent

Gal Imports · call Thu

Deliveryowed

Acme · kickoff due Oct 1

Doron & Co · in progress

L&D · review Fri

  1. Promised

    Every quote and deal with what was actually agreed, pulled from the call and the proposal.

  2. Handed off

    The moment a deal closes, delivery gets a kickoff with the dates and the scope. Nobody re-types anything.

  3. Stuck

    Anything sitting on the seam for more than a day is flagged to the owner, before the client asks.

Built recently for clients.

At Uber, a financial report that took 2 days now runs in 10 minutes.

Uber's own reported result, from their internal AI team. We're pointing to it as an example of what's now possible.

The best AI opportunities are rarely visible from the outside… You have to understand how the work actually gets done.
See full post

At American Express, AI cut coding cycle time by 30% across 11,000 engineers.

American Express's own figure, from their 2025 shareholder letter. We're pointing to it as an example of what's now possible.

Advancements in AI are creating a structural shift in the way colleagues work and how businesses operate, compete, and create value, and we are embracing it.
Read the report

At Mass General Brigham, AI note-taking cut physician burnout by 21%.

A peer-reviewed result reported by Mass General Brigham. We're citing it as an example of what's now possible.

Our physicians tell us they have their nights and weekends back and have rediscovered their joy of practicing medicine.
Read the study

Every step, mapped out for you.

  1. Free consultation

    We'll meet in person or on a video call so I can see how work moves through your team day to day, and where it waits.

  2. Free custom plan

    I'll go through everything AI could do for your business, and rank it by what saves the team the most time first.

  3. Building it

    We'll agree on pricing, then I'll build it, keeping you as involved as you'd like along the way.

  4. Bringing your team on board

    To make sure it actually gets used, I'll walk your team through how it works on a call.

  5. Monitoring and improving

    Once it's live, I keep an eye on how it's working and keep making it better over time.

Every seat on the team, covered.

Built for your size.

The same way of working, shaped differently for one person, a team of about ten, and a company of 20 to 50 people.

Book your free AI plan.

A free session where I look at how work moves through your team and map exactly where AI can save time and money. You walk away with a concrete plan, whether or not we build it together.