Work

Systems running in real businesses, and what each one replaced.

Every entry here is a system that was built and is in use. Open one to see how it works, stage by stage, and what changed for the business running it. Most clients are described rather than named, because naming one takes their written permission and we ask for it per engagement.

Manufacturing and distribution

Customers get an answer at any hour, in the language they asked in.

A poultry-feed manufacturer in Harare 80%+Of rural households keep chickens70%Of a broiler farmer's cost is feed Open the project
Property

A year of content produced over a weekend, and the rankings moved.

A Zimbabwean property portal LargestOnline property portal in the country6,869Listings live today Open the project
Property

An empty room photographed on a phone becomes a listing photograph, and the page says which parts are real.

An estate agency in Harare 4,894Outstanding mortgages in the whole country3.8mHouseholds Open the project
Media and production

A month of client content planned, approved and published from one place.

Obscura Films Open the project
Auctions

Every lot has an owner, a stage and a paper trail, from the yard to the payout.

A regional auction house Open the project
Logistics and distribution

You can see what every load earned, and none of them closes with weight missing.

A distributor running its own trucks Open the project
Business process outsourcing

A trainee practises on an AI caller, and a live assistant fills the checklist while the real call is still running.

A demonstration, built for an outsourcing company that never became a client Open the project
Events and membership

Nine years of events became a site the team edits themselves.

An events organisation with a nine-year archive Open the project
Property and data

A market with no published sale prices now has fifteen thousand data points.

Zimbabwe's residential property market Open the project
Cross-sector

Find a plumber in Harare by asking for one.

ZimRoots Open the project
Operations

Start the day with every task listed, every meeting prepared and every message written.

Executive AI Studio Open the project
Consumer app

A feed of small AI-made goodies that learns what you like from your votes.

Give a Goodie Open the project
Why this page is short

Every figure on this page traces to something we measured.

This page once carried claims that described the work inaccurately. They came down in an audit of our own copy, and each one went back up only when its numbers could be traced to something measured. A case study you cannot check is worth nothing to you, and one that turns out to be wrong costs us more than it ever earned.