Give AI the organizational context it needs

AI without context is guesswork. Valuable data lives in SaaS tools, files, and systems your models can’t reach safely.

This use case helps teams deliver consistent MCP servers across internal, public, and third-party APIs, as well as local SQL databases. Naftiko uses a domain-driven, declarative, and governed approach to right-size context windows and make data safely accessible to AI copilots and agents.

Teams can deliver MCP servers without needing to learn each API’s details. This use case establishes the foundation for securely integrating existing systems and data into AI workflows across the organization.

How Naftiko steadies the course

Naftiko organizes how capabilities work: the Framework sets the rules, the Engine enforces them at runtime, and the Fabric delivers monitoring, auditing, and reporting.