Technology & SoftwarePredictive AnalyticsPublic Cloud

Turning audience insights into revenue gains

SovrnDatabricks Data + AI Platform · Unity Catalog · Delta Lake +2

Sovrn unified Commerce and Ad Exchange data on the Databricks Data + AI Platform with Unity Catalog governance across 30+ AWS accounts, powering AI-driven audience targeting and traffic shaping that increased publisher yield by 30%, cut infrastructure costs 70% and made data pipelines 5x faster.

Overview

Sovrn unified Commerce and Ad Exchange data on the Databricks Data + AI Platform with Unity Catalog governance across 30+ AWS accounts, powering AI-driven audience targeting and traffic shaping that increased publisher yield by 30%, cut infrastructure costs 70% and made data pipelines 5x faster.

This entry has 13 published fields tied to exact passages in an immutable source capture.

Inspect the highlighted source

The challenge

Sovrn's data was locked in silos across multiple products and teams, making it difficult to unify and standardize, which slowed product development and limited collaboration; managing EMR clusters was time-consuming and expensive, while Zeppelin notebooks created additional silos that hindered collaboration and productivity.

The solution

Sovrn turned to the Databricks Data + AI Platform to unify Commerce, Ad Exchange and operational data on a single platform, with Unity Catalog providing a single governance layer across 30+ AWS accounts, Delta Lake streamlining data management, and all-purpose notebooks enabling teams to rapidly test ideas and build proofs of concept.

Predictive AnalyticsRecommendation & Personalization

Reported business value

Sovrn achieved a 70% cost savings including $1.2 million in reduced EMR spend, a 52% productivity boost for data engineering teams, data pipelines running 5x faster, a 30% increase in publisher yield, and $45,000 per month saved in EC2 costs by filtering low-quality advertising supply.

Sources

Open any source and check the claim yourself — that is the point of the register.

This record was researched and written with AI assistance, and its claims were checked against the sources above. (EU AI Act art. 50 transparency notice.)

Related entries

Other technology & software entries in the register.

All entries
Technology & SoftwarePredictive AnalyticsUnknown

Transforming Weather Forecasting with Lakeflow Jobs

AccuWeather migrated from on-premises infrastructure to Databricks and Lakeflow Jobs, working with Datadog for observability, to unify diverse weather data formats and orchestrate 4,500+ weekly jobs. Lakeflow Jobs coordinates the ingestion of multiple weather models, triggers machine learning processes that weight and blend different forecasts, and manages complex job dependencies for reinforcement training workflows used in AccuWeather's proprietary forecasting engine. AccuWeather reports 3x faster dataset development (three months to one month per dataset), a 50% reduction in unactionable alerts, and 50% cost savings on serverless job usage.

92/100HighPrimary source
AccuWeatherLakeflow Jobs · Delta Sharing · Datadog
Technology & SoftwareRecommendation & PersonalizationPublic Cloud

Adobe brings creativity to life with Databricks

Adobe uses the Databricks Data + AI Platform for end-to-end data management that unifies all data and AI at scale, with 20% faster performance. Databricks equips over 92 teams at Adobe to unify data from financials, sales, products, customers and employees so they can drive personalized experiences across Adobe's digital platforms with AI.

92/100HighPrimary source
Adobe
Technology & SoftwareAgentic AIPublic Cloud

Supermetrics: Helping Marketers Redefine Efficiency with AI-Powered Data Analysis

Supermetrics, a Finland-based marketing intelligence platform serving 15,000+ customers across 132 countries, built an AI agent on Google Cloud using Vertex AI Agent Builder and the Agent Development Kit (ADK) that autonomously manages data connections, fixes pipeline errors, and analyzes campaign performance in real time, suggesting new creative options using Imagen. The agent automates the weekly marketing reporting cycle that previously took performance marketers up to four hours, reclaiming over 15 hours per month per marketer for strategy and creative testing. The system uses a central AI agent that interprets natural language requests and delegates tasks to sub-agents, and stores 'core memories' of user preferences for personalized context.

96/100HighPrimary source
Supermetrics· FinlandGoogle Cloud · Vertex AI Agent Builder · Agent Development Kit (ADK) +1
Technology & SoftwareRetrieval-Augmented GenerationPublic Cloud

Transforming supply chain data into real-time intelligence with GenAI

Accuris built a GenAI-powered engineering assistant on the Databricks Data + AI Platform, using RAG, AI Search, MLflow and Model Serving to index over 40 million records across 1 billion+ parts, achieving a 10x increase in development velocity from concept to customer-facing feature.

96/100HighPrimary source
AccurisAgent Bricks · Delta Lake · Lakeflow Jobs +2

Was this helpful?

Your feedback helps us improve our use case database