The New Monday Morning Report: How Generative AI can deliver the insights your executives need.

Summary

Retail and CPG joint planning meetings often spend time reconciling fragmented, stale, and inconsistent data instead of deciding how to adjust spend, inventory, or forecasts. The proposed Monday Morning Brief replaces the manually stitched weekly deck with an overnight agent-generated brief built from continuously refreshed point-of-sale, shipment, and inventory data alongside trade, promotion, forecast, and external signals. It uses Delta Sharing for a shared view, Genie Ontology for business context, Unity AI Gateway for permissions, guardrails, logging, rate limits, and human approval, and supports models across AWS, Azure, and Google Cloud. The agent scans item-store combinations, ranks material watchouts, answers cited natural-language follow-ups, and can draft actions such as purchase-order changes, while humans retain approval for consequential decisions. The proposed progression from report to ritual to intelligent decision system includes a 90-minute workshop, a day-30 pilot scope, and a first live Monday targeted for day 90.

Context

Retail and CPG partnerships commonly operate with data fragmented across nine domains and dozens of systems, stale weekly extracts, conflicting definitions, and manually assembled spreadsheets without lineage or audit trails. The source says field interviews indicate roughly 40 analyst hours lost each week to data stitching and a three-to-five-day lag from signal to action.

Approach / What changed

The proposed approach combines a governed lakehouse, Unity Catalog, Delta Sharing, Genie Ontology, and Unity AI Gateway. An overnight agent assembles current internal and external signals, evaluates item-store combinations, ranks watchouts, answers cited natural-language questions, and drafts governed actions. Human approval remains required for consequential decisions.

Takeaways

• Most CPG and retail partnerships are described as being at the ritual stage: recurring weekly meetings happen, but teams still leave without deciding what to fix, fund, or ship.
• Delta Sharing is presented as the mechanism for bringing manufacturer and retailer data into one view without copying it or surrendering control of either side’s data.
• Unity AI Gateway routes model and tool calls through a governed control plane, applying permissions, guardrails, rate limits, spend caps, logging, and optional human approval.

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