Databricks Mosaic AI
Suite of tools for training, fine-tuning, and serving custom large language models on a unified data platform.
Use Cases4
Companies4
Industries3
AI Use Cases with Databricks Mosaic AI
1
How Furniture.com Used Databricks Mosaic AI to Deploy 8 Production AI Models and Double Conversion Rates
Furniture.com · Marketing
95%
Shopper engagement with AI review summaries
95%Shopper engagement with AI review summaries
2
How Experian Automates 35% of Customer Emails with Databricks Mosaic AI
Experian · Customer Service
35%
Customer emails automated
35%Customer emails automated
3
How HP Built a GenAI Data Chatbot in 3 Weeks Using Databricks Mosaic AI to Recover 20-30% of Data Team Time
HP · Business Intelligence
20-30%
Cost savings vs AWS Redshift
20-30%Cost savings vs AWS Redshift
4
How PetSmart Uses AI Decisioning to Boost Salon Bookings 22%
PetSmart · Marketing
22%
Incremental lift in salon bookings
22%Incremental lift in salon bookings
Vendor
Databricks
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Models Used With
Llama-4-Maverick-17B-128E-Instruct
Llama 4 Maverick is Meta's 401B multimodal model with 128 experts for text and image understanding across 12 languages.
Often Used With
Databricks Unity Catalog
Unified governance layer for managing access, lineage, and quality of data and AI assets across a lakehouse.
Databricks Data Intelligence Platform
Unified lakehouse platform for data engineering, analytics, and AI
Databricks Vector Search
Managed vector search service integrated with Databricks Unity Catalog for storing and querying high-dimensional embeddings at scale.
Databricks Agent Bricks
Framework for building, evaluating, and deploying domain-specific AI agents on a lakehouse platform.
DBRX
Open-source large language model optimized for instruction following and code generation, trained by Databricks on MoE architecture.
MLflow
Open-source ML lifecycle platform for experiment tracking, model registry, and deployment across training frameworks.
Databricks SQL
Serverless SQL analytics engine built on the Databricks Lakehouse, delivering high-performance queries with elastic scaling and open data formats.
Databricks AI/BI Genie
Natural language querying interface that lets non-technical users ask questions in plain English and get instant analytics from data lakehouses.
Companies
Companies documented using this tool in real use cases.
Vendor
Databricks
databricks.comCompanies
Companies documented using this tool in real use cases.
Get the full context.
Sign up to read complete case studies, access detailed metrics, and unlock all use cases.