Connect existing sources
Designed to sit above existing systems, Fabric, Snowflake or a data lake, preserving your investment in the underlying platforms.

A governed, bilingual data layer designed to help AI agents use the information your organisation already owns.
Designed to sit above existing systems, Fabric, Snowflake or a data lake, preserving your investment in the underlying platforms.
An Arabic–English business glossary and semantic model help teams and agents interpret data consistently.
Policy tags, classification and lineage define how in-scope data can be used and where it originated.
The planned API and MCP layer is designed to provide governed access and evidence reports for audit review.
A fixed-price engagement, scoped and proposed after the initial discussion.
Deployment is designed for the organisation’s own Azure tenant or on-premises environment. Supported sources, hosting and controls are confirmed during scoping.
Findings support better decisions. They do not guarantee every answer, regulatory compliance or an audit outcome.