{"id":70768,"date":"2025-10-16T15:20:33","date_gmt":"2025-10-16T15:20:33","guid":{"rendered":"https:\/\/www.bloomreach.com\/?post_type=library&#038;p=70768"},"modified":"2025-10-16T15:20:35","modified_gmt":"2025-10-16T15:20:35","slug":"bloomreach-and-databricks-partnership","status":"publish","type":"library","link":"https:\/\/www.bloomreach.com\/en\/blog\/bloomreach-and-databricks-partnership","title":{"rendered":"Break Down Silos Between Data and Activation With Bloomreach and Databricks"},"content":{"rendered":"\n<p>We\u2019re excited to share that we\u2019re partnering with Databricks to unite <strong><a href=\"https:\/\/www.databricks.com\/product\/data-intelligence-platform\" target=\"_blank\" rel=\"noreferrer noopener\">the Databricks Data Intelligence Platform<\/a><\/strong> with Bloomreach. The result: marketers can finally activate governed first-party data quickly, safely, and at scale, without duct-taped workflows or complicated data pipelines. Think less time wrangling data, more time shipping journeys that move revenue.<\/p>\n\n\n\n<p>Marketers are under pressure to do more with less, follow stricter privacy rules, and prove results. Databricks gives your business one place to manage and protect data, while Bloomreach turns that approved data into action. Together, we remove the lag between \u201cthe data is ready\u201d and \u201cthe campaign is live,\u201d so teams move faster without cutting corners. Read on to learn more about this partnership.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>What Makes This a Game-Changer?<\/strong><\/h2>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Instant availability: <\/strong>When a field or model is approved in Databricks, it\u2019s ready to use in Bloomreach right away.<\/li>\n\n\n\n<li><strong>Imports built for marketers: <\/strong>Bring in customers, events, and product catalogs so you can create audiences and journeys in minutes.<\/li>\n\n\n\n<li><strong>Flexible timing: <\/strong>Run one-time loads for quick tests, or set a schedule so your audiences stay up to date automatically.<\/li>\n\n\n\n<li><strong>Sync updates (change-only): <\/strong>Update only what changed since the last run to keep things fresh without heavy lifting.<\/li>\n\n\n\n<li><strong>Security-first design: <\/strong>Data stays governed in Databricks. Access and approvals carry over, so marketing only uses allowed data.<\/li>\n\n\n\n<li><strong>Close the loop: <\/strong>Send performance data back to your lakehouse to see revenue, margin, and inventory impact in one place.<\/li>\n<\/ol>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"766\" src=\"https:\/\/www.bloomreach.com\/wp-content\/uploads\/2025\/09\/Databricks-Launch_customer-profile-1024x766.jpg\" alt=\"Customer data profile using Databricks and Bloomreach\" class=\"wp-image-70769\" srcset=\"https:\/\/www.bloomreach.com\/wp-content\/uploads\/2025\/09\/Databricks-Launch_customer-profile-1024x766.jpg 1024w, https:\/\/www.bloomreach.com\/wp-content\/uploads\/2025\/09\/Databricks-Launch_customer-profile-300x224.jpg 300w, https:\/\/www.bloomreach.com\/wp-content\/uploads\/2025\/09\/Databricks-Launch_customer-profile-768x575.jpg 768w, https:\/\/www.bloomreach.com\/wp-content\/uploads\/2025\/09\/Databricks-Launch_customer-profile.jpg 1462w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Feature Overview<\/strong><\/h2>\n\n\n\n<p>Our partnership with Databricks will help teams do more with their data. Here are some of the features you can take advantage of:&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>One-Time and Scheduled Imports<\/strong><\/h3>\n\n\n\n<p>Spin up a new audience quickly with a <strong>one-time import<\/strong>, then switch to a <strong>scheduled import<\/strong> so it stays current without manual effort. You pick the cadence; we handle the rest. This keeps teams focused on ideas and results instead of moving files around.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Sync Updates<\/strong><\/h3>\n\n\n\n<p>Use <strong>sync updates<\/strong> to import only the changes since the last run (new rows, updated attributes, recent events). This keeps marketing current while reducing processing and noise \u2014 ideal for lifecycle programs, replenishment, and fast-moving catalogs.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Secure and Flexible Imports<\/strong><\/h3>\n\n\n\n<p>Your <strong>governance, permissions, and naming<\/strong> live in Databricks. Bloomreach simply uses what\u2019s already approved \u2014 no shadow copies or mystery spreadsheets. You can import from tables, views, or queries, so both simple and advanced setups fit right in.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"783\" src=\"https:\/\/www.bloomreach.com\/wp-content\/uploads\/2025\/09\/One-time-and-scheduled-imports-1024x783.jpg\" alt=\"Importing Databricks data into Bloomreach customer profiles\" class=\"wp-image-70775\" srcset=\"https:\/\/www.bloomreach.com\/wp-content\/uploads\/2025\/09\/One-time-and-scheduled-imports-1024x783.jpg 1024w, https:\/\/www.bloomreach.com\/wp-content\/uploads\/2025\/09\/One-time-and-scheduled-imports-300x229.jpg 300w, https:\/\/www.bloomreach.com\/wp-content\/uploads\/2025\/09\/One-time-and-scheduled-imports-768x587.jpg 768w, https:\/\/www.bloomreach.com\/wp-content\/uploads\/2025\/09\/One-time-and-scheduled-imports.jpg 1462w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>How To Use Databricks and Bloomreach To Drive Results<\/strong><\/h2>\n\n\n\n<p>These features will have a direct impact on your bottom line. Here\u2019s how to apply the Databricks and Bloomreach partnership to your business use cases:&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Retention Lift With Predictive Audiences<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>What you use:<\/strong> Approved churn or propensity scores from Databricks, plus customer attributes (loyalty tier, last purchase date)<\/li>\n\n\n\n<li><strong>What you do:<\/strong> Build audiences in Bloomreach for win-back, discount offers, and customer nurturing<\/li>\n\n\n\n<li><strong>What to watch:<\/strong> Retention lift vs. control, incremental revenue per user<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Win-Back and Replenishment<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>What you use:<\/strong> Purchase history and product lifecycle data, time-since-last-buy, and replenishment intervals<\/li>\n\n\n\n<li><strong>What you do:<\/strong> Nudge lapsed or due-to-reorder customers with timely reminders and helpful bundles<\/li>\n\n\n\n<li><strong>What to watch:<\/strong> Repurchase rate, repeat revenue, and time-to-reorder<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Commerce Personalization That Respects Governance<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>What you use:<\/strong> Approved product attributes (category, brand, margin band, stock) and customer traits (affinity, price sensitivity)<\/li>\n\n\n\n<li><strong>What you do:<\/strong> Show relevant items on site and in app, and tailor recommendations and promos without breaking catalog rules<\/li>\n\n\n\n<li><strong>What to watch:<\/strong> AOV, add-to-cart rate, and margin impact<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Margin-Smart Promotions<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>What you use:<\/strong> Inventory levels, margin bands, and demand signals from Databricks<\/li>\n\n\n\n<li><strong>What you do:<\/strong> Prioritize offers that move the right products at the right margin across email, push, and onsite<\/li>\n\n\n\n<li><strong>What to watch:<\/strong> Gross margin dollars, sell-through, and discount rate<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Lifecycle and Onboarding<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>What you use:<\/strong> Clean customer states (new, active, at-risk), first-party consent, and preferred channels<\/li>\n\n\n\n<li><strong>What you do:<\/strong> Launch simple, repeatable journeys (e.g., welcome, first purchase, second purchase) using only approved fields<\/li>\n\n\n\n<li><strong>What to watch:<\/strong> Activation rates, time to second purchase, and opt-in health<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Executive Visibility and ROI Tracking<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>What you use:<\/strong> Engagement results from Bloomreach joined with finance and inventory data in Databricks<\/li>\n\n\n\n<li><strong>What you do:<\/strong> Give leadership one view of revenue, margin, and inventory impact by audience and campaign<\/li>\n\n\n\n<li><strong>What to watch:<\/strong> Incremental revenue, payback period, and campaign profitability<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"783\" src=\"https:\/\/www.bloomreach.com\/wp-content\/uploads\/2025\/09\/Secure-and-Flexible-Imports-1-1024x783.jpg\" alt=\"Using Bloomreach for secure and flexible data imports from Databricks\" class=\"wp-image-70778\" srcset=\"https:\/\/www.bloomreach.com\/wp-content\/uploads\/2025\/09\/Secure-and-Flexible-Imports-1-1024x783.jpg 1024w, https:\/\/www.bloomreach.com\/wp-content\/uploads\/2025\/09\/Secure-and-Flexible-Imports-1-300x229.jpg 300w, https:\/\/www.bloomreach.com\/wp-content\/uploads\/2025\/09\/Secure-and-Flexible-Imports-1-768x587.jpg 768w, https:\/\/www.bloomreach.com\/wp-content\/uploads\/2025\/09\/Secure-and-Flexible-Imports-1.jpg 1462w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Activate Your Data With Bloomreach + Databricks<\/strong><\/h2>\n\n\n\n<p>Data without activation is wasted potential. Activation without control is a risk.<\/p>\n\n\n\n<p>With Bloomreach + Databricks, you get the best of both worlds, giving you trusted data that\u2019s instantly available for marketing, so your team ships faster and proves impact sooner.<\/p>\n\n\n\n<p><strong>Ready to see it in your stack?<\/strong> <a href=\"https:\/\/www.bloomreach.com\/en\/request-demo\">Request a demo<\/a> and we\u2019ll tailor the walkthrough to your Databricks environment.<\/p>\n\n\n<div id=\"faq-block-v1block_0437f872486c7dc3cd95445d8c8e0b1f\" class=\"faq-section-v1-container exclude_from_toc\">\n    <h3 class=\"section-title\">Frequently Asked Questions<\/h3>\n\n        <div\n        class=\"wd-faq-block-acf align wp-block-acf-faq-section-v1\" id=\"faq-block-v1block_0437f872486c7dc3cd95445d8c8e0b1f\"    >\n    \n        <div class=\"faq-section-v1-acf__innerblocks\">\n<div id=\"faq-section-v1-single-itemblock_43a13a43a2755f1f66ba9e408310c2cc\" class=\"faq-section-v1-single-item-container\">\n    <div class=\"title-section\">\n        <p class=\"item-title\">What is the Bloomreach and Databricks partnership?<\/p>\n        <span class=\"item-button\">\n            <svg width=\"18\" height=\"10\" viewBox=\"0 0 18 10\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n            <g>\n            <path\n                    d=\"M9.00004 9.22C8.72864 9.22 8.47352 9.11415 8.2815 8.92281L1.00718 1.64917C0.910834 1.55282 0.85791 1.42526 0.85791 1.28888C0.85791 1.15318 0.910834 1.02494 1.00718 0.929271C1.10353 0.832923 1.23109 0.779999 1.36679 0.779999C1.5025 0.779999 1.63073 0.832923 1.7264 0.929271L9.00004 8.20223L16.2737 0.929271C16.37 0.832923 16.4976 0.779999 16.6333 0.779999C16.769 0.779999 16.8972 0.832923 16.9929 0.929271C17.0893 1.02562 17.1422 1.15318 17.1422 1.28888C17.1422 1.42458 17.0893 1.55282 16.9929 1.64849L9.71927 8.92213C9.52793 9.11415 9.27213 9.22 9.00004 9.22Z\"\n                    fill=\"#019ACE\"\/>\n            <\/g>\n            <\/svg>\n        <\/span>\n    <\/div>\n\n    <div class=\"item-content\">\n        <div class=\"content-inner\">\n            <p>This is a partnership that connects the Databricks Data Intelligence Platform with Bloomreach Engagement to activate governed first-party data for marketing.<\/p>\n        <\/div>\n    <\/div>\n<\/div>\n\n\n<div id=\"faq-section-v1-single-itemblock_eb4758a9fab2ebf1214ee7f16e546cb8\" class=\"faq-section-v1-single-item-container\">\n    <div class=\"title-section\">\n        <p class=\"item-title\">Who benefits from this partnership?<\/p>\n        <span class=\"item-button\">\n            <svg width=\"18\" height=\"10\" viewBox=\"0 0 18 10\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n            <g>\n            <path\n                    d=\"M9.00004 9.22C8.72864 9.22 8.47352 9.11415 8.2815 8.92281L1.00718 1.64917C0.910834 1.55282 0.85791 1.42526 0.85791 1.28888C0.85791 1.15318 0.910834 1.02494 1.00718 0.929271C1.10353 0.832923 1.23109 0.779999 1.36679 0.779999C1.5025 0.779999 1.63073 0.832923 1.7264 0.929271L9.00004 8.20223L16.2737 0.929271C16.37 0.832923 16.4976 0.779999 16.6333 0.779999C16.769 0.779999 16.8972 0.832923 16.9929 0.929271C17.0893 1.02562 17.1422 1.15318 17.1422 1.28888C17.1422 1.42458 17.0893 1.55282 16.9929 1.64849L9.71927 8.92213C9.52793 9.11415 9.27213 9.22 9.00004 9.22Z\"\n                    fill=\"#019ACE\"\/>\n            <\/g>\n            <\/svg>\n        <\/span>\n    <\/div>\n\n    <div class=\"item-content\">\n        <div class=\"content-inner\">\n            <p>Data and AI teams (governance, lineage), marketers (time to value), and the overall business (revenue with compliance) all benefit from this partnership between Bloomreach and Databricks.<\/p>\n        <\/div>\n    <\/div>\n<\/div>\n\n\n<div id=\"faq-section-v1-single-itemblock_e4e0746b17048d3dc64646e045599894\" class=\"faq-section-v1-single-item-container\">\n    <div class=\"title-section\">\n        <p class=\"item-title\">What outcomes should we expect?<\/p>\n        <span class=\"item-button\">\n            <svg width=\"18\" height=\"10\" viewBox=\"0 0 18 10\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n            <g>\n            <path\n                    d=\"M9.00004 9.22C8.72864 9.22 8.47352 9.11415 8.2815 8.92281L1.00718 1.64917C0.910834 1.55282 0.85791 1.42526 0.85791 1.28888C0.85791 1.15318 0.910834 1.02494 1.00718 0.929271C1.10353 0.832923 1.23109 0.779999 1.36679 0.779999C1.5025 0.779999 1.63073 0.832923 1.7264 0.929271L9.00004 8.20223L16.2737 0.929271C16.37 0.832923 16.4976 0.779999 16.6333 0.779999C16.769 0.779999 16.8972 0.832923 16.9929 0.929271C17.0893 1.02562 17.1422 1.15318 17.1422 1.28888C17.1422 1.42458 17.0893 1.55282 16.9929 1.64849L9.71927 8.92213C9.52793 9.11415 9.27213 9.22 9.00004 9.22Z\"\n                    fill=\"#019ACE\"\/>\n            <\/g>\n            <\/svg>\n        <\/span>\n    <\/div>\n\n    <div class=\"item-content\">\n        <div class=\"content-inner\">\n            <p>With the Bloomreach and Databricks partnership, you can expect faster time-to-activation, higher retention and AOV, fewer manual workflows, and clearer ROI attribution.<\/p>\n        <\/div>\n    <\/div>\n<\/div>\n\n<\/div>\n\n        <\/div>\n    \n            <script type=\"application\/ld+json\">\n        {\n            \"@context\": \"https:\/\/schema.org\",\n            \"@type\": \"FAQPage\",\n            \"mainEntity\": [\n                                {\n                    \"@type\": \"Question\",\n                    \"name\": \"What is the Bloomreach and Databricks partnership?\",\n                    \"acceptedAnswer\": {\n                        \"@type\": \"Answer\",\n                        \"text\": \"This is a partnership that connects the Databricks Data Intelligence Platform with Bloomreach Engagement to activate governed first-party data for marketing.\n\"\n                    }\n                },\n                                {\n                    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The result: marketers can finally activate governed first-party data quickly, safely, and at scale, without duct-taped workflows or complicated data pipelines. Think less time wrangling data, more time shipping journeys that move revenue. Marketers are under pressure [&hellip;]<\/p>\n","protected":false},"author":185,"featured_media":70781,"template":"","ew-regions":[],"ew-solutions":[],"library_type":[513],"library_blog_tag":[455],"industry":[],"channel":[],"topic":[287,288],"class_list":["post-70768","library","type-library","status-publish","has-post-thumbnail","hentry","library_type-blog","library_blog_tag-commerce-experience","topic-customer-data","topic-data-analytics"],"acf":{"library_blog_banner_content":"","library_blog_banner_cta1_text":"","library_blog_banner_cta1_href":"","library_blog_banner_cta1_new_tab":false,"library_blog_banner_cta2_text":"","library_blog_banner_cta2_href":"","library_blog_banner_cta2_new_tab":false,"library_blog_banner_bg_color":"#EAF7FE","library_blog_banner_cta_text_color":"#FFF","library_blog_banner_cta_bg_color":"#019ACE","library_blog_banner_cta2_text_color":"#000","library_blog_banner_cta2_bg_color":"#FFF","library_blog_chatgpt_content":"","library_blog_chatgpt_cta_href":"","library_blog_chatgpt_cta_text":"Ask ChatGPT"},"_links":{"self":[{"href":"https:\/\/www.bloomreach.com\/en\/wp-json\/wp\/v2\/library\/70768","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.bloomreach.com\/en\/wp-json\/wp\/v2\/library"}],"about":[{"href":"https:\/\/www.bloomreach.com\/en\/wp-json\/wp\/v2\/types\/library"}],"author":[{"embeddable":true,"href":"https:\/\/www.bloomreach.com\/en\/wp-json\/wp\/v2\/users\/185"}],"version-history":[{"count":2,"href":"https:\/\/www.bloomreach.com\/en\/wp-json\/wp\/v2\/library\/70768\/revisions"}],"predecessor-version":[{"id":70789,"href":"https:\/\/www.bloomreach.com\/en\/wp-json\/wp\/v2\/library\/70768\/revisions\/70789"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.bloomreach.com\/en\/wp-json\/wp\/v2\/media\/70781"}],"wp:attachment":[{"href":"https:\/\/www.bloomreach.com\/en\/wp-json\/wp\/v2\/media?parent=70768"}],"wp:term":[{"taxonomy":"ew_regions","embeddable":true,"href":"https:\/\/www.bloomreach.com\/en\/wp-json\/wp\/v2\/ew-regions?post=70768"},{"taxonomy":"ew_solutions","embeddable":true,"href":"https:\/\/www.bloomreach.com\/en\/wp-json\/wp\/v2\/ew-solutions?post=70768"},{"taxonomy":"library_type","embeddable":true,"href":"https:\/\/www.bloomreach.com\/en\/wp-json\/wp\/v2\/library_type?post=70768"},{"taxonomy":"library_blog_tag","embeddable":true,"href":"https:\/\/www.bloomreach.com\/en\/wp-json\/wp\/v2\/library_blog_tag?post=70768"},{"taxonomy":"industry","embeddable":true,"href":"https:\/\/www.bloomreach.com\/en\/wp-json\/wp\/v2\/industry?post=70768"},{"taxonomy":"channel","embeddable":true,"href":"https:\/\/www.bloomreach.com\/en\/wp-json\/wp\/v2\/channel?post=70768"},{"taxonomy":"topic","embeddable":true,"href":"https:\/\/www.bloomreach.com\/en\/wp-json\/wp\/v2\/topic?post=70768"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}