Foundation Models
Recent items mentioning Foundation Models across the Databricks ecosystem — releases, news, videos, and community Q&A. Updated hourly.
Databricks Foundation Model APIs are enabling significant advancements, from Ecolab converting lengthy FDA manuals into real-time answers and cutting compliance report times 3 to healthcare billers auto-drafting appeal letters 4. While the Databricks AI stack now includes a "meta harness" for orchestrating tasks across multiple agents 2, some users are encountering issues with Foundation Model API access, reporting "Databricks-set rate limit of 0" even after adding payment methods 1.
Generated daily from the 4 most recent items mentioning Foundation Models. Click any [N] to jump to the source.
Foundation Models API blocked — "Databricks-set rate limit of 0" even after adding payment method
NewsAI Stack Explained in 3 Layers (LLM, Agent Harness, Omnigent)
The AI stack now includes a third layer, the meta harness, which sits above individual agent harnesses. This meta harness, exemplified by Databricks' open-sourced Omnigent, allows for routing queries to appropriate agents and orchestrating tasks across multiple agents, enabling seamless interaction and context sharing between them.
How Ecolab rebuilt retail intelligence on Databricks and Anthropic Claude
Ecolab rebuilt retail intelligence on Databricks and Anthropic Claude, converting 700-page FDA manuals into real-time answers for frontline staff using Foundation Model APIs and cutting compliance report compilation from two weeks to under two minutes. The solution, a native Databricks App with Lakebase Postgres and Unity Catalog, unifies nine siloed data sources and employs a multi-agent orchestration framework with Judge LLMs and MLflow tracing for personalized, continuously refined intelligence.
Beyond parsing X12: Closing the gap for revenue cycle workflows in healthcare
Healthcare billers now have an operational workbench built on Unity Catalog gold views, providing a purpose-built UI with a denials queue, remittance drawer, and timely-filing age alerts directly on their fully parsed 835/834/837 EDI data. This solution integrates GenAI via Databricks Foundation Model APIs to auto-draft appeal letters, moving billers beyond manual spreadsheet and SQL work to review and approve instead of writing from scratch.
NewsGovern MCP servers in Databricks #databricks #mcp #aigovernance
Databricks Unity AI Gateway now governs MCP servers, centralizing their management alongside built-in foundation models and LLMs. This integration allows for easier governance and orchestration of various AI components and agents within Databricks.
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