Databricks AI Search enables semantic and hybrid search over enterprise data, allowing teams to compare and link documents and structured records using embedding-based retrieval.

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AI Use Cases with Databricks AI Search

1KW
How Kantar Worldpanel Uses Databricks to Generate Market Insights Faster
Kantar Worldpanel · Research & Development
94%Model accuracy
Vendor
D
Databricks
databricks.com
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AI Maturity

Average implementation stage across documented use cases.

0Pilot1Scaling0Mature
Industries

Industries most frequently targeted in use cases with this tool.

Professional Services
1

Models Used With

1L4
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.
2G4
GPT-4
OpenAI's GPT-4 large language model for general-purpose text generation and reasoning.

Often Used With

1DA
Databricks Agent Bricks
Framework for building, evaluating, and deploying domain-specific AI agents on a lakehouse platform.
2M
MLflow
Open-source ML lifecycle platform for experiment tracking, model registry, and deployment across training frameworks.
3DU
Databricks Unity Catalog
Unified governance layer for managing access, lineage, and quality of data and AI assets across a lakehouse.
Key Business Functions

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

Research & Development
1
Companies

Companies documented using this tool in real use cases.

Databricks AI Search AI Use Cases & Reviews | Applied