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  • Solya is built as four layers stacked on top of each other — each one does one job, together they form the operating system for your retail decisions.

    01Data LayerConnectPlug in every retail system you already use (ERP, POS, e-commerce, suppliers) and turn the raw events into one clean, shared dataset.→02Intelligence LayerDecideEncode your business rules once. Solya computes traceable decisions — forecasts, markdowns, transfers — that you can override anytime.→03Orchestration LayerActPush those decisions back into your tools — orders to the ERP, prices to the POS, tasks to Slack — with approvals where you need them.→04Application LayerShowRole-specific apps on top — a buyer cockpit, store actions, a planning board — so every team sees the right view of the same data and rules.→
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Org & projects

Why retail data and AI projects fail — and how to structure them to actually ship.

2 articles

Org & projects2026-04-15

Why 80% of retail business rules are misused in data systems

Recommendations get rejected, teams revert to Excel, projects stall. The root cause is rarely the model — it's that the rules live in heads.

Org & projects2026-04-02

3 classic mistakes that kill retail data projects

For every retail data project that ships into production with measurable impact, three or four POC successes quietly die. Here's why — and how to avoid it.

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