--- title: Connecting retail demand planning to campaign and store... description: A Databricks demo shows an end-to-end application connecting retail demand planning, campaign activation, and store execution through unified data, governance,... canonical: https://daily.dev/posts/connecting-retail-demand-planning-to-campaign-and-store-execution-5h54qeopd twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Connecting retail demand planning to campaign and store execution | daily.dev og:description: A Databricks demo shows an end-to-end application connecting retail demand planning, campaign activation, and store execution through unified data, governance,... og:url: https://daily.dev/posts/connecting-retail-demand-planning-to-campaign-and-store-execution-5h54qeopd og:image: https://api.daily.dev/og/posts/5h54QEoPD.png og:image:alt: Connecting retail demand planning to campaign and store execution og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # Connecting retail demand planning to campaign and store execution **[databricks](https://daily.dev/sources/databricks)** · 7 min read · 1 upvotes · 0 comments ## Summary A Databricks demo shows an end-to-end application connecting retail demand planning, campaign activation, and store execution through unified data, governance, and AI. The platform combines data unification across point-of-sale, loyalty, supply chain, media, and inventory signals with role-based governance and Genie-powered natural language querying and multi-agent orchestration. Workflows span performance review, forecast-versus-actual analysis, what-if planning, audience/campaign activation, store task assignment, and closed-loop campaign measurement. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [How Databricks Genie improves retail personalization](https://daily.dev/posts/how-databricks-genie-improves-retail-personalization-4ud5sdmcs) · databricks · 0 upvotes · 0 comments - [When it comes to Governance, Retailers need a control plane for context](https://daily.dev/posts/when-it-comes-to-governance-retailers-need-a-control-plane-for-context-3ikxyzvfu) · databricks · 1 upvotes · 0 comments - [Manufacturing data and AI: Connecting the product value chain](https://daily.dev/posts/manufacturing-data-and-ai-connecting-the-product-value-chain-bbtejufow) · databricks · 0 upvotes · 0 comments --- Tags: [#ai-agents](https://daily.dev/tags/ai-agents), [#big-data](https://daily.dev/tags/big-data), [#databricks](https://daily.dev/tags/databricks) [View this post on daily.dev](https://daily.dev/posts/connecting-retail-demand-planning-to-campaign-and-store-execution-5h54qeopd) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"Connecting retail demand planning to campaign and store execution","url":"https://daily.dev/posts/connecting-retail-demand-planning-to-campaign-and-store-execution-5h54qeopd","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/connecting-retail-demand-planning-to-campaign-and-store-execution-5h54qeopd"},"datePublished":"2026-08-21T17:18:40.821Z","dateModified":"2026-09-13T20:22:10.293Z","description":"A Databricks demo shows an end-to-end application connecting retail demand planning, campaign activation, and store execution through unified data, governance,...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/8542ebcd45ed5ada0d010265bb25abc2?_a=AQAEuop","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/8542ebcd45ed5ada0d010265bb25abc2?_a=AQAEuop","isAccessibleForFree":true,"articleSection":"databricks","inLanguage":"en","publisher":{"@type":"Organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180}},"author":{"@type":"Organization","name":"databricks","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/fa7aa720f2db4d1eba826814730482c8","url":"https://daily.dev/sources/databricks"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/connecting-retail-demand-planning-to-campaign-and-store-execution-5h54qeopd","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":1},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"ai-agents,big-data,databricks","timeRequired":"PT7M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"databricks","item":"https://daily.dev/sources/databricks"},{"@type":"ListItem","position":3,"name":"Connecting retail demand planning to campaign and store execution"}]} ```