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Databricks for Advertising and Marketing

Drive intelligent client outcomes and better manage margins with data analytics and AI

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Meet Data Lakehouse: The best of both worlds in one platform

A data lakehouse unifies the best of data warehouses and data lakes in one simple platform to handle all your data, analytics and AI use cases. It’s built on an open and reliable data foundation that efficiently handles all data types and applies one common security and governance approach across all of your data and cloud platforms.

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Why Databricks for Advertising and Marketing Technologies?

Optimize the entire lifecycle of a campaign

With Lakehouse, teams can more effectively understand audience segments for targeting, optimize inventory in real time and track the full lifecycle of an ad.

Drive stronger business outcomes through collaboration

Databricks’ collaborative workspace means teams can innovate and deploy data and AI solutions faster.

Unlock real-time insights

With optimized streaming ingest, pre-built offerings with top solution providers, and real-time model serving with MLflow, accelerate consumer and advertiser outcomes for your business.

Rapidly innovate on predictive use cases

Databricks has a collaborative notebook environment with managed runtime for machine learning models, as well as Solution Accelerators for common use cases including audience segmentation, multitouch attribution, real-time bidding and more.

Databricks for Advertising and Marketing Use Cases

Use Databricks to optimize advertising performance, deliver intelligent client outcomes and improve AI across your marketing tech stack.


Agency and ad tech operations

Helping companies manage margin on work and add data-focused rigor to their operations

  • Client profitability
  • Margin analysis
  • Sales forecasting
  • Talent retention
  • Predictive resource utilization
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Media performance

Track campaign efficacy and channel performance, and leverage recommendations to remediate underperformance

  • Planning and media mix modeling
  • Multitouch attribution
  • Campaign performance and optimization
  • Taxonomy recommendation
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Creative optimization

Understand what creative is resonating during campaign execution and streamline work for creative teams

  • A/B testing
  • Content performance
  • SEO performance
  • Creative workflow optimization
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Transforming Advertising and Marketing With Lakehouse

“Databricks is really an important part of our AI strategy. As we continue to digitize our business, and explore opportunities and challenges through AI and machine learning, we will continue to activate Databricks throughout the rest of the business.”

— Mainak Mazumdar, Chief Research Officer at Nielsen

Databricks for advertising and marketing in action


Customer Story

Delivering revenue-generating experiences with data and ML

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Customer Talk

Extreme-scale ad tech using Spark and Databricks

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Customer Talk

How Adobe does 2 million records per second using Apache Spark™

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Ready to get started?

We’d love to understand your business goals and how our services team can help you succeed.