COMPOUNDINGCircles
About · Compounding Circles

Owners learn fastest from other owners.

Compounding Circles exist because the businesses that keep the economy running are being left to work out AI on their own. We think they'd do it faster, cheaper and more safely together.

Why we built it

"Tools compound. Culture compounds faster. We work on the culture."

Every technology wave rewards the same thing: adoption. Not the tool, not the strategy deck. The thousand small decisions a business makes about using the new thing in its actual work.

AI moves faster than any wave before it. The tools change monthly, the prices change quarterly, and most owners don't have a head of AI to keep up for them. They get pitched by vendors, nudged by staff, and left guessing which of it is real.

Meanwhile the owners who could tell them, the accountant who already cut her stack in half or the HVAC firm that fixed its quoting, are in another city and another sector, with no reason to talk. Circles give them the reason, and a format that turns their honesty into everyone's advantage.

Two proven models, one room.

Community × education
01
The community model

Peer groups that open the books

For decades, owners in some industries have met in small non-competing groups to compare their numbers line by line, and referral chapters and founder circles have shown how much trust a regular room can build. We borrowed the honesty, the rhythm and the seat rule.

  • Small, non-competing groups
  • Numbers on the table, every meeting
  • Accountability to people who know your business
The education model

Operator-led, cohort-based learning

The best business education now comes from operators teaching core strengths live, in cohorts, across industries, and from practitioner programmes that teach professionals to apply technology to their own work. We borrowed the depth and the practitioners.

  • Core business strengths, rebuilt for AI
  • Taught live by people who do the work
  • Different industries in the same cohort
The circle

Imagination and implementation.

Seeing what's possible in a business like yours, and making it stick. The two problems owners actually have with AI, solved in the same room.

How a circle works →

What we stand for.

Five principles
02
01

Human first

AI should give people time back, not take their judgement away. We start with your team, your clients and how the work actually gets done, then find where the tools fit.

02

Shared learning is faster

One owner's experiment becomes everyone's shortcut. A room that compares notes every month learns faster than any business could on its own.

03

Independent, always

We don't resell software or take referral fees on tools. When vendors come in later, they're vetted, invited by members and labelled.

04

ROI-focused

Every tool earns its keep or goes. Hours back, costs cut, revenue won: if it doesn't show up in the numbers, it doesn't stay.

05

Responsible by default

Client data, staff and judgement come first. Plain-English guardrails sit inside every masterclass, not in a separate module.

Who's behind this

Joao Alves

Founder, Compounding
The operator behind Compounding

Someone who builds AI for a living, not a motivational speaker.

Joao has worked in AI since 2020 across financial services, fintech, frontier tech and regulated industries, and now works as an AI strategist and implementation specialist inside a big tech company.

Compounding was set up to take what works inside large organisations to the businesses that rarely get access to it. Each circle has its own host, and masterclasses are led by operators from the sectors in the room, announced with each circle.

$7B+Fintech valuation
$500MARR scaled
2020Operating in AI since
3Continents delivered

Part of Compounding.

Catalyse · Embed · Transform
03

Circles are the community at the centre of what we do. The rest of Compounding is there for members who want to go further.

Phase 01 · Catalyse

AI challenges and hackathons

Get your team building around real business problems, designed for non-coders.

Phase 02 · Embed

Fractional AI lead

Senior AI leadership without a full-time hire, to keep adoption moving between sessions.

Phase 03 · Transform

Built for you

We design, build and deploy the automations and internal tools, with your team ready to own them.

Work with us.

Not joining as a member? There's still a way in.
04
Operators

Lead a masterclass

You've built something real inside an established business and can teach it. We're looking for operators across sectors.

Get in touch →
Groups and networks

Run a private circle

Franchises, buying groups, multi-site groups and trade bodies can run a circle for their own members.

Get in touch →
Vendors

Apply for the vendor room

Later on, vetted AI suppliers can apply to present. Members decide who gets invited.

Register interest →
Founding circle · London · January 2027 · By application · Up to 20 seats

Pull up a chair. Compound together.

Seats are limited and every application is reviewed. If it's a fit, a 20-minute call follows: your business, your AI spend and whether your sector's seat is still open.

Not sure where you stand? Take the AI maturity test →