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Retail

Connect your legacy systems.

Add an AI layer without replacing the systems you rely on.

Somewhere in most retail organizations, a critical piece of operational knowledge lives in a SharePoint instance nobody fully understands anymore, built years ago, patched since, expensive to touch and harder to trust. Replacing it outright means months of migration risk. Leaving it as-is means information stays locked where almost no one can actually find it.

Business problem

Legacy systems built on tools like SharePoint accumulate operational knowledge over years, product data, process documentation, historical decisions, but the structure that made sense once becomes unmaintainable and costly to reconfigure as the business grows past it. The information is technically there. Practically, it's unsearchable, inconsistent, and dependent on the few people who remember where things are filed.

What makes this different, not just a custom SaaS

This isn't a migration project or a new system to learn on top of the old one. We build an AI-native layer that sits over what you already have: it vectorizes and systematizes the information trapped in your legacy structure, making it searchable and usable through AI agents rather than manual navigation. The differentiation is structural. A new system still asks your team to migrate and re-learn. An AI-native layer makes what already exists accessible, without touching the underlying system it sits on.

Client case: Monoprix

Custom operational tool built around specific retail process requirements, providing an accessible layer over existing operational systems. Full code ownership, no recurring platform licensing on a system core to daily operations.

Frequently asked questions

No. It sits on top as a layer. Your legacy system stays exactly where it is, we make its content accessible without a migration project.

Tell us which legacy system holds the information your team struggles to access.

We'll show you what an AI-native layer over it looks like.