Learn AI by building the tools your workday actually needs.

We built a live inventory dashboard that shows our client exactly where to focus: what to buy, what to promote, what to drop. They used to dig through spreadsheets for that. Now they just open it. Their words: "This changes how we run the business."

Built: inventory prioritisation dashboard, client now uses it daily for purchasing and promotion decisions

Accounting practice, pilot cohort

We built a revenue optimisation tool for one of our clients. It surfaces the insights that used to take us hours of manual analysis. The client couldn't believe what it found in their own data. Neither could we, honestly.

Built: revenue optimisation analysis tool, delivered insights the client had never seen before

Accounting practice, pilot cohort

We're a volunteer tenants association trying to organise a Right to Manage for our development. We built an entire resident portal: door-knocking canvassing tools, voting buttons, participant records, email notifications, a newsletter. It transformed how we organise support across hundreds of flats.

Built: resident portal with canvassing, voting, notifications, and newsletter tools

Tenants association committee, London

Just wanted to say that Marvin has been the BIGGEST game changer. Far beyond my wildest dreams. I set it up with Shopify so it tracks my orders, runs sales reports, rolls forward my logbooks in Google Sheets, picks up ingredient deliveries from emails, and even pushes Alexa reminders to my phone.

Built: Personal AI assistant integrated with Shopify, Google Sheets, and Alexa.

Farm business owner, pilot cohort