• Solya is built as four layers stacked on top of each other. Each one does one job, and 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 at any time.→03Orchestration LayerActSolya pushes those decisions back into your tools: orders to the ERP, prices to the POS, tasks to Slack, with approvals where you want them.→04Application LayerShowOne app per role (buyer cockpit, store actions, planning board), on the same data and rules.→
  • Everything we publish: deployments, analysis, answers and resources to download.

    Use CasesReal retail deployments and the outcomes they moved.→BlogNotes from the inside of retail decisions.→ResourcesPlaybooks, guides and templates to download.→FAQStraight answers, organised by role.→
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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.

The AI OS for retailers. Solya computes, executes and explains the decisions of your network.

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