Framework declarativo de pipelines de Databricks para ingesta, transformación y validación de datos en tiempo real dentro de la plataforma.

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Casos de uso2
Empresas2
Industrias3

Casos de IA con Databricks Lakeflow

1G
How GoGuardian Uses Databricks to Cut ML Costs 90% While Protecting K–12 Students
GoGuardian · Operations
90%Operational cost savings with Delphi model
2SA
How SSE Airtricity Drives 90% Customer Engagement with AI Energy Insights
SSE Airtricity · Customer Service
90%Customer engagement with personalized insights
Vendor
D
Databricks
databricks.com
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Madurez de IA

Etapa de implementación promedio en los casos documentados.

0Piloto1Escalando1Maduro
Industrias

Industrias más frecuentemente impactadas en los casos con esta herramienta.

Technology
1
Education
1
Energy
1

Modelos usados con

1CS
Claude Sonnet 4.5
Anthropic's multimodal model with a 1M-token context for coding, analysis, and document tasks.

Usado frecuentemente con

1DU
Databricks Unity Catalog
Unified governance layer for managing access, lineage, and quality of data and AI assets across a lakehouse.
2DS
Databricks SQL
Serverless SQL analytics engine built on the Databricks Lakehouse, delivering high-performance queries with elastic scaling and open data formats.
3D
dbt
SQL-based data transformation tool that builds and tests data models in warehouses via version-controlled code.
4M
MLflow
Open-source ML lifecycle management platform for experiment tracking, model versioning, and reproducible deployment, developed and maintained by Databricks.
5DM
Databricks Model Serving
Serverless model deployment service within the Databricks platform that enables real-time and batch inference at scale without manual infrastructure management.
6DD
Databricks Delta Lake
Open-source storage layer that brings ACID transactions, scalable metadata handling, and unified streaming and batch data processing to data lakes.
7DA
Databricks AI Model Serving
Managed endpoint service for deploying and serving ML models at scale within the Databricks platform.
8DA
Databricks Apps
Lightweight deployment framework for building and hosting data apps and dashboards directly on a lakehouse.
Funciones de negocio clave

Áreas más frecuentemente impactadas en los casos con esta herramienta.

Operations
1
Customer Service
1
Empresas

Empresas que usan esta herramienta en casos documentados.