Retail Labs combines operating experience, close industry collaboration and AI engineering to build commercial products, bespoke operational systems and applied research.
Explore Retail Labs Studio
Selected companies we've worked with
What We Build
Everything we build starts from the same question: what is actually happening in this operation, and can we represent it precisely enough to act on? It is a question we ask as operators as much as engineers.
A public product: on-model imagery and campaign video from a single product photo, used by fashion brands and marketplace sellers.
Bespoke software that runs where the work happens: continuous camera evidence for fulfilment, marketplace optimisation, and structured operational records.
Applied research on representing firms as calibrated models: event-sourced operational twins, and how shocks move through the networks between firms.
Our Product
Retail Labs Studio is our public platform. Upload one product photo, choose a model and a scene, and generate e-commerce and campaign visuals in minutes. Used by fashion brands and marketplace sellers.
Systems in use
Deployed in fulfilment and marketplace operations; active modelling pilot in a live workflow.
Deployed system - live operation
A customer says an item was missing. The packing table has footage of the slot, at the time.
View the case
Active pilot
Facts live in spreadsheets and habit. The twin records them as events the operation can read.
View the caseSelected work
Our work spans a public product, bespoke systems running in live operations, an active modelling pilot and a collaborative research initiative.
| Work | What it does | Status |
|---|---|---|
| Retail Labs Studio | On-model imagery and campaign video from a single product photo | Public product - live |
| Fulfilment Evidence | Continuous multi-camera recording with per-slot retrieval and exportable proof | Deployed system - live operation |
| Commerce Optimisation | Marketplace bid management, budget pacing and controlled experiments | Deployed system - live operation |
| Enterprise Twin | Event-sourced operational model of a firm: identity, intake, structured records | Active pilot |
| Proposed research | What it would do | Status |
|---|---|---|
| FIN-TWIN | Firm-level financial digital twin: shock propagation through supply and credit networks | Proposed collaborative R&D |
Research
Our research line asks whether a firm's operations can be represented as a calibrated model: whether the same approach extends to networks of firms, where supplier shocks become credit outcomes. We are developing international research partnerships and consortium opportunities around this work.
Read the researchWe work with brands on production systems, and with research and industry partners on collaborative projects.
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