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Featured Stories

9 computer vision use cases in retail that raise margin and cut shrink

A look at nine computer vision use cases in retail, from shelf monitoring and self-checkout loss detection to dock verification, plus the steps to roll them out across stores.

Agentic AI architecture patterns for enterprise systems

A breakdown of the layers, patterns and control plane design behind enterprise agentic AI architecture, with the failure modes that stall agent programs in production.

Designing agentic systems with layered control planes

How a layered control plane separates orchestration, policy, human oversight and observability in agentic systems, with examples of each layer and the signals teams track.

Building product recommendation systems on Databricks

A guide to building product recommendation systems on Databricks, covering interaction data, vector retrieval, ranking and serving, evaluation and the reasons pilots stall, updated with Databricks' 2026 feature store, AI Search and serving releases.

The types of AI agents enterprise teams actually deploy

An overview of the AI agent types enterprises run in production, with examples of retrieval, workflow and coding agents and guidance on matching autonomy to risk.

How Databricks volumes and external locations move data into the lakehouse

A practical look at how Databricks volumes and external locations govern file ingestion, when to use managed or external volumes and how to retire DBFS mounts.

How to choose an agentic AI framework for enterprise workloads

A practical guide to selecting an agentic AI framework for enterprise workloads, covering workload mapping, graph versus role-based orchestration, governance requirements, platform fit and evaluation.

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