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Claude Sonnet 4.5 Is Transforming Enterprise AI on Databricks

Unleashing New Potential with Claude Sonnet 4.5

Enterprises using Databricks now have direct access to Claude Sonnet 4.5, Anthropic’s powerful latest SOTA AI model. This integration empowers organizations to extract deeper insights from massive pools of unstructured data, all while ensuring robust governance and scalable operations. The ability to apply cutting-edge AI within the data platform means businesses no longer need to compromise on security or agility.

Key Features Driving Value

  • Seamless Scale with DBSQL: Claude Sonnet 4.5 can be run natively in Databricks SQL, enabling users to conduct complex reasoning over millions of rows, PDFs, and transcripts. Results are securely stored in Delta tables, streamlining the transition from insights to action.

  • Advanced GenAI Pipelines in Lakeflow: With Lakeflow, organizations can automate ETL processes that leverage Claude 4.5 for summarization, classification, agentic reasoning, and data enrichment. This integration simplifies large-scale data transformation and analysis.

  • Agent Bricks Integration: Enterprises can create and deploy intelligent agents powered by Claude Sonnet 4.5. These agents are connected directly to enterprise data, supporting advanced workflows and domain-specific reasoning.

What Makes Claude Sonnet 4.5 Stand Out?

Arriving just seven weeks after its predecessor, this model epitomizes Anthropic’s rapid innovation. Claude Sonnet 4.5 is engineered for a balance of speed and quality, making it suitable for diverse industries such as coding, finance, and research. Notable use cases include:

  • Long-running agents: Support for autonomous management of intricate, multi-step workflows, ideal for orchestrating large projects or ensuring regulatory compliance.

  • Autonomous coding: Ability to oversee complex coding projects from planning to completion over extended timelines.

  • Financial analysis: Delivers both basic and advanced analytics for financial forecasting and decision support.

Ensuring Security and Governance

Previously, extracting insights from unstructured enterprise data often meant exporting sensitive information, creating risks around governance and data lineage. Databricks now solves this by bringing generative AI like Claude Sonnet 4.5 into the data platform itself. This approach preserves security, observability, and compliance throughout the data pipeline.

With AI Functions, enterprises can apply powerful LLMs to governed datasets, enabling advanced reasoning for use cases like contract analysis, compliance risk detection, and research summarization at enterprise scale and with full oversight.

Steps to Get Started

  • Explore the Mosaic AI Playground to experiment with Claude 4.5 and compare it with other models.

  • Analyze documents, images, and structured data directly in SQL or Python using Claude 4.5.

  • Design and scale GenAI ETL pipelines in Lakeflow, connecting AI-driven data transformation stages.

  • Build specialized, production-ready agents with Agent Bricks, leveraging advanced reasoning capabilities.

The Future of Enterprise AI

Claude Sonnet 4.5 redefines how organizations harness generative AI, making it both accessible and governable at scale. By embedding AI directly within Databricks’ secure ecosystem, enterprises can unlock actionable intelligence from vast, unstructured datasets, fueling innovation while retaining full control over their data processes.

Source: Databricks Blog

Claude Sonnet 4.5 Is Transforming Enterprise AI on Databricks
Joshua Berkowitz September 30, 2025
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