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The AI Briefing is a recurring AI deep-dive for decision-makers.
Each month, we select one high-signal industry report, circulate it in advance, & meet to cut through the noise.
This Month's Source: From Warehouse to Wallet - State of AI in Retail & CPG 2026 (NVIDIA - Jan 2026)
Across retail & CPG, AI has moved from isolated experiments to a core part of how leading brands plan demand, run stores, & design customer journeys.
Most retailers in the survey are already using or evaluating AI & plan to increase spend again in 2026, yet only a subset are translating that investment into clear margin lift & distinctive customer experiences.
As valueseeking consumers, channel fragmentation, & labor constraints intensify, the gap is widening between AInative operators & incumbents still treating AI as a set of pilots rather than a new operating system for retail.
The Mission: Turning AI retail budgets into real operating leverage
This session goes beyond generic AI in retail hype to examine how AI is actually reshaping merchandising, supply chain, stores, & CX-and why so many initiatives still stall at the proofofconcept stage.
We will dig into where returns are emerging in practice (forecasting, inventory optimization, pricing, service, & content), what Agentic AI looks like in a retail context, & how teams are rearchitecting data & workflows to support it.
The Format:
10-Minute Executive Download: A fast walkthrough of the NVIDIA 2026 findings: adoption & investment trends across retail & CPG, early results from AI in forecasting, supply chain, & CX, & how leaders are thinking about agentic AI in the next 12-24 months.
Operational Reality Check - The Store/Ops Threat: How lean, AInative teams are using models & agents to compress planning cycles & automate decisions from warehouse to wallet, while many traditional retailers still ship changes in quarters, not weeks.
Cross-Pollinated Debate: Builders share where AI already takes hours of merch, planning, or service work down to minutes; executives & operators unpack why, even with those gains, org design, risk, & legacy architecture still block them from rebasing pricing, headcount, & store formats.
Who Should Attend:
Retail & CPG Executives: Clarify why AI initiatives show promising pilots but limited P&L impact-and hear how peers are restructuring roadmaps, KPIs, & vendor strategies to change that.
Founders & Builders: Identify the most urgent problem spaces-demand planning, inventory, store ops, personalization, content, & customer service-where budget owners are actively looking for AInative partners & where agentic workflows are starting to land.
Product, Data, & Operations Leads: Compare notes on data foundations, experimentation, & deployment: how others are wiring models into merchandising, supply chain, & service workflows, & where humanintheloop design is nonnegotiable.
The Prep: This is a working session, not a lecture. Review the report here. Bring your perspective.
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