Solutions
Production-grade solutions that turn our open-source packages into deployable AI systems for specific business problems. Pick one, follow the DIY tutorial to see how it's done, download the examples and deploy them on your own infrastructure — for free — or tell us which ones you want customized and deployed.
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vertex-ai-mcp-server-for-smb-data-analytics
Small business owners can’t afford a data team. They have data in spreadsheets, a CRM, or a simple database, but translating a question like ‘Which product had the highest margin last month?’ into SQL is beyond their self‑serve abilities.Launch a multi‑tenant MCP server that lets your small business customers ask analytics questions in natural language – powered by Vertex AI and your own BigQuery datasets.