AI in FMCG: The top use cases transforming global brands
Eight AI use cases global FMCG brands run today, from pricing to agentic AI, and why they need one causal model.
ArticleGrowth PlanningCausal AIUnified MarketingGrowthCausalityCMO
Enterprise Decision AI Resources & Blog | DATA POEM
Guides, case studies and research on Enterprise Decision AI, causal modeling and unified growth planning from DATA POEM.
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AI for CPG: How to plan across every retailer at once
How CPG brands use causal AI to plan trade and retail-media investment across Amazon, Walmart Connect, and Kroger in one model, not three.
ArticleGrowthCausalityCPGCMOPOEM365Causal AIEnterprise Decision AIUnified MarketingGrowth Planning
How to optimize your marketing budget: A data-driven playbook for CMOs
A CMO's playbook for reallocating an existing marketing budget by causal contribution, defending it to the CFO, and holding it in a downturn.
ArticleGrowth PlanningUnified MarketingCausal AIGrowthCausalityCMO
Unified marketing measurement is still fragmentation, unless you use one model
Unified marketing measurement usually means combining MMM, attribution, and incrementality. But that's still fragmentation. Here's why we say so, and what consolidating everything into one causal model changes.
ArticleGrowthUnified MarketingCausal AIGrowth PlanningCMO
From Fragmented MMM to Decision AI [Video]
Watch Data Poem founder Bharath Gaddam at the ARF on moving enterprise growth from fragmented marketing mix models to causal, on-demand Decision AI. 48 minutes.
VideoEnterprise Decision AICEOCMO
How do Enterprise CMOs Measure True Marketing ROI Across Fragmented Channels?
Most enterprise marketing ROI issues aren't a data problem, but a model architecture problem. Find out why attribution fails at scale and what replaces it.
ArticleUnified MarketingCMO
POEM365 vs MMM vs MTA: Which Measurement Approach is Right for Enterprise?
MMM measures the macro, MTA tracks the touchpoint, and both leave you with two different answers. POEM365 helps enterprises get to one causal truth.
ArticleUnified MarketingGrowth PlanningCMO
The Three-Story Building Most Companies Only Enter on the Ground Floor
Most enterprises only plan tactically. See how tactical, functional, and strategic decisions connect into one growth-planning loop inside POEM365.
ArticleGrowth PlanningCEOCMO
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