Unified data analytics and AI platform built on Apache Spark for lakehouse architecture, ML, and generative AI workloads.

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Use Cases9
Companies9
Industries6

AI Use Cases with Databricks

1B
How Block Gives 4,000 Employees AI-Powered Data Access via Claude and Databricks
Block · Software Engineering
75% saving 8-10+ hoursEngineers saving time weekly
2PS
How Pacers Sports & Entertainment Uses Agentforce to Unify Fan Data
Pacers Sports & Entertainment · Marketing
340,000+ fansHome game attendance (Indiana Fever 2024 season)
3GC
How Grupo Casas Bahia Automated Customer Feedback Analysis 14x Faster with Databricks
Grupo Casas Bahia · Customer Service
14xProductivity gain in comment analysis
4F
How FedEx Uses Salesforce Data 360 to Capture 2,000%+ ROI
FedEx · Marketing
+13 percentage points (25% to 40%)Customer activation rate improvement
5S
How Scribd Cut GenAI Costs 90% and Boosted Sign-Ups with Databricks
Scribd · Product Development
90%Reduction in GenAI operating costs
6H
How Hitachi Uses AI to Detect Railway Overhead Line Defects in Near Real Time
Hitachi · Operations
40,000 kmOverhead line track covered by camera monitoring
7P
How PetSmart Uses AI Decisioning to Boost Salon Bookings 22%
PetSmart · Marketing
22%Incremental lift in salon bookings
8N
How nCino Uses Databricks to Build Domain-Specific Banking AI at Scale
nCino · Operations
3.5xFaster document filing
9CA
How Comcast Advertising Accelerates Campaign Forecasting with Databricks Apps
Comcast Advertising · Marketing
10–30%Reduction in data product development time
Vendor
D
Databricks
databricks.com
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AI Maturity

Average implementation stage across documented use cases.

0Pilot6Scaling3Mature
Industries

Industries most frequently targeted in use cases with this tool.

Retail
2
Media & Entertainment
2
Financial Services
2
Manufacturing
1
Sports & Entertainment
1
Logistics & Transportation
1

Often Used With

1DL
Delta Lake
Open-source storage layer that brings ACID transactions and scalable metadata handling to data lakes.
2DA
Databricks Agent Bricks
Framework for building, evaluating, and deploying domain-specific AI agents on a lakehouse platform.
3DU
Databricks Unity Catalog
Unified governance layer for managing access, lineage, and quality of data and AI assets across a lakehouse.
4SS
Salesforce Sales Cloud
CRM platform for sales automation and management.
5SD
Salesforce Data Cloud
Real-time data platform for unifying customer data across Salesforce.
6SM
Salesforce Marketing Cloud
Digital marketing platform for building data-driven, personalized campaigns across email, mobile, and web channels.
7M
MLflow
Open-source ML lifecycle platform for experiment tracking, model registry, and deployment across training frameworks.
8HA
Hightouch AI Decisioning
AI-powered marketing tool that personalizes customer decisions in real time using predictive audience models.
Key Business Functions

Business areas most frequently targeted in use cases with this tool.

Marketing
4
Operations
2
Customer Service
1
Product Development
1
Software Engineering
1
Databricks AI Use Cases & Reviews | Applied