K2view data products integrate and harmonize fragmented enterprise data by business entity. Using Micro-Database technology with dynamic caching and synchronization, they deliver real-time context to MCP clients.

With built-in data integration, governance, semantic alignment, and anonymization, K2view data products ensure sensitive information is always protected. Each business entity’s data is isolated and secured, giving GenAI apps compliant, precise, and contextualized access through MCP.

A K2view data product can be exposed as an MCP server, giving MCP clients direct access to tools, prompts, and prompt templates.

The data product's services are delivered as AI tools, making enterprise data directly actionable. The data product schema is exposed as a resource, so MCP clients are instantly schema-aware. And industry-specific prompt templates remove the need for custom instructions. 

With K2view, the MCP server orchestrator turns prompts into accurate, secure, and compliant context.

The MCP orchestrator plans the process, applies memory for continuity, and selects the right tools for the job — text-to-SQL, APIs, data services, or vector search. The orchestrator builds context from retrieved data, so your GenAI apps always receive fresh, governed information at conversational speed, with guardrails enforced at every step.