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Why most enterprise AI agents never reach production and how Databricks plans to fix it

  • Databricks has launched Agent Bricks, a suite of tools to simplify the development of domain-specific AI agents, announced at the Data + AI Summit.
  • Agent Bricks aims to make AI system creation more accessible for businesses by addressing common AI patterns such as knowledge extraction and domain adaptation.
  • Pharmaceutical company AstraZeneca successfully used Agent Bricks to extract structured data from 400,000 documents within 60 minutes without coding.
  • CEO Ali Ghodsi stated that Agent Bricks allows businesses to quickly build and deploy AI agents on their own data without manual tuning.
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InfoWorld broke the news in on Wednesday, June 11, 2025.
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