Production-Scale MCP: How Databricks Solves the Drug Discovery Data Puzzle

Databricks' AiChemy demonstrates how MCP servers—both public and proprietary—can unify siloed data sources in high-stakes domains like drug discovery. The 'Skills' layer architecture reveals a practical pattern for domain-specific reasoning without model fine-tuning, pointing toward a future of modular, traceable agentic systems that extend far beyond generic LLM applications.