Demonstrations

Systems running, recorded from working software

Each of these is a system we designed, built and operated. Where a system is at a particular delivery stage, it is stated on the page rather than implied. Videos load only when you press play.

Computer vision · retail

Visual product discovery

An image replaces the search box. The system identifies the person and the worn items, matches each to a catalogue by meaning rather than keyword, and returns price and nearby store availability on a map.

Agent workflow · fashion retail

Fit-to-model virtual try-on

Real-time try-on against a body profile, with a recommendation step for style, size and fit. Built as an enterprise solution for a client in fashion and retail.

Agent workflow · engineering

API QA automation agent

Generates and maintains API test scenarios as the API changes, so a minor contract change does not invalidate the suite. Deployed fully on-premise for security and data control. Phase one complete; phase two in progress.

Related engineering study

The same system, in code

The QA automation agent has a public repository behind it. So does the visual matching work. If a recording is not enough, the implementation is open.

QA automation study All repositories

On the figures quoted in the fit-to-model recording. Return rates of 30–40% and the improvement ranges cited are published industry figures for the fashion e-commerce category, not measured results from this deployment. We keep that distinction explicit.

See it against your own process

The useful next step is a working session on your own workflow, with your data and your constraints.

Contact us Read our code

A 60-minute architecture review · no charge · the notes are yours either way