Orchestration service for scheduling and running data engineering and ML workflows on Databricks.

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Use Cases2
Companies2
Industries2

AI Use Cases with Lakeflow Jobs

1S
How Scribd Cut GenAI Costs 90% and Boosted Sign-Ups with Databricks
Scribd · Product Development
90%Reduction in GenAI operating costs
2A
How A2go Cuts AI Application Delivery in Half with Databricks
A2go · Operations
50%Reduction in AI application delivery time
Vendor
D
Databricks
databricks.com
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AI Maturity

Average implementation stage across documented use cases.

0Pilot1Scaling1Mature
Industries

Industries most frequently targeted in use cases with this tool.

Technology
1
Media & Entertainment
1

Often Used With

1DU
Databricks Unity Catalog
Unified governance layer for managing access, lineage, and quality of data and AI assets across a lakehouse.
2DA
Databricks Apps
Lightweight deployment framework for building and hosting data apps and dashboards directly on a lakehouse.
3DD
Databricks Delta Lake
Open-source storage layer that brings ACID transactions, scalable metadata handling, and unified streaming and batch data processing to data lakes.
4DA
Databricks Agent Bricks
Framework for building, evaluating, and deploying domain-specific AI agents on a lakehouse platform.
5DL
Delta Lake
Open-source storage layer that brings ACID transactions and scalable metadata handling to data lakes.
6D
Databricks
Unified data analytics and AI platform built on Apache Spark for lakehouse architecture, ML, and generative AI workloads.
Key Business Functions

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

Operations
1
Product Development
1
Companies

Companies documented using this tool in real use cases.

Lakeflow Jobs AI Use Cases & Reviews | Applied