Leadership
Playbooks for the CDO, CFO, supply chain, merchandising and IT leaders driving retail AI.
5 articles
The supply chain VP's playbook for AI agents in retail
If an agent re-orders across your network and gets it wrong, it gets it wrong at scale — and you're accountable. How to automate decisions with guardrails.
A retail CDO's guide to decision platforms
You spent years building a modern data stack. A decision layer doesn't replace it — it does the one thing the stack was never built to do.
Why the merch director owns retail AI — not IT
What to buy, how to allocate, when to mark down: the decisions a retail AI automates are merch decisions. So is ownership. Why delegating it to IT backfires.
Integrating a retail decision engine without the rot
A decision engine reads from and writes back into your core systems. Here's the integration architecture that survives production — and how to prove it.
A CFO's guide to retail AI ROI: which P&L line, and when
Most retail AI ROI decks don't survive a finance review. Here's how to tell cost-saving AI from margin-generating AI — and where it actually moves the P&L.