The Retail Decision Intelligence Playbook
A practical framework for moving from dashboards to decisions — how leading retail networks operationalise buying, allocation, markdown and transfers with AI.
Playbook · PDF · 24 pages
What's inside
This playbook distils how modern retail networks stop looking at data and start acting on it. It's the same operating model we deploy with Solya customers — written so your team can pressure-test it against your own stack.
- The decision inventory — a one-page method to list every recurring operational decision (buying, replenishment, allocation, markdown, transfers) and score each on value, frequency and current latency.
- From dashboard to decision — why reporting maturity doesn't reduce decision latency, and the four-layer model that does (connect, decide, act, show).
- Trust before automation — how to phase in "propose-and-approve" workflows and graduate them to auto-execution as confidence builds.
- The 90-day rollout — a week-by-week plan to get a first end-to-end decision running on real data.
Who it's for
Heads of merchandising, supply chain and retail operations who own the P&L impact of operational decisions — and the analytics leaders who support them.
Why it matters
Most retail teams have more dashboards than ever and decisions that still wait days for a human to reconcile conflicting numbers. This playbook is about closing that gap: fewer reports, faster decisions, and a clear audit trail behind every one.
More resources
The French Fashion Retail Benchmark
Net margin, revenue per store and network size across 1,954 French fashion retailers, read straight from the public registry. Medians and quartiles by vertical, with the method and the limits published in full.
Get the resourceThe CFO's Business Case for Retail Decision Intelligence
A quantified, de-risked, board-ready case for moving from dashboards to a retail decision system — the model, the payback curve and the one-pager finance needs to approve the spend.
Get the resource