Learn how AI Fabrix transforms fragmented enterprise systems into safe, identity-governed, AI-ready data pipelines — enabling trusted enterprise AI at production scale across real-world business operations.
Architecture patterns, governance principles, and real enterprise examples.
AI Fabrix makes your business usable by AI.
It provides a reusable foundation for business context, authoritative information, permissions, approved operations, human approvals and Evidence across your enterprise systems.
AI interfaces such as Microsoft Copilot, ChatGPT, Claude or your own applications can use the same governed foundation.
No.
Microsoft provides the infrastructure, identity and security foundation through technologies such as Azure, Entra ID and Key Vault.
AI Fabrix complements that foundation by adding the business context, authority boundaries, governed operations and Evidence needed for enterprise AI.
Microsoft provides the technical foundation. AI Fabrix makes the business safely usable by AI.
You can build many of the individual technical controls.
The harder problem is maintaining one reusable definition of:
Without a shared foundation, this logic tends to be rebuilt separately for every AI initiative.
AI Fabrix lets you define and validate it once, then reuse it.
An API gateway protects and routes APIs.
An integration platform moves and orchestrates data between systems.
AI Fabrix governs how AI uses those capabilities in a business context.
It connects business meaning, identity, permissions, authority, approvals and Evidence across systems so AI can perform approved work without receiving independent authority.
Enterprise information rarely exists in one system.
A Customer may exist in CRM, contracts in SharePoint, financial records in ERP and contacts in another application.
AI Fabrix creates a reusable map of approved business entities and their relationships across connected systems.
This means each new AI use case does not need to rediscover or rebuild the same cross-system context.
A Role Assistant is a governed AI capability for a specific Business Role.
It can use the business context, information and approved operations available to that role, while remaining inside the identified person’s current authority.
AI Fabrix can automatically generate a Role Assistant candidate from the approved business foundation.
Generated does not mean authorised. The candidate must be validated and released before use.
AI has no authority of its own.
AI Fabrix evaluates the identified person, active Business Role and applicable access boundaries before information or operations are made available.
These boundaries can include business dimensions such as legal entity, cost centre, customer responsibility or other approved organisational scope.
The same authority can therefore be applied even when an answer requires information from several systems.
If authority cannot be verified, the operation waits, is denied or safely stops.
AI Fabrix runs entirely inside the customer’s own Azure tenant.
Customer identity remains in Entra ID, secrets remain in Key Vault and business systems remain authoritative for the records and operations they own.
AI Fabrix is not an external control plane that requires enterprise governance data to be moved into a shared AI Fabrix SaaS environment.
No.
AI Fabrix is designed so that AI models, assistants and interfaces can change without rebuilding the enterprise foundation.
Microsoft Copilot, ChatGPT, Claude and other approved AI interfaces can use the same governed business context and operations.
This keeps business meaning, permissions and authority independent of a single AI vendor.
A transcript tells you what AI said.
Evidence shows what actually happened.
AI Fabrix can preserve the facts needed to review an operation, including:
Evidence makes AI activity inspectable instead of leaving governance hidden inside prompts or application code.
Most enterprises already have AI tools, identity, integrations and business systems.
The missing layer is a reusable way to define what the business means, who has authority, what AI may do and how the result is proven.
AI Fabrix provides that foundation once, so it can be reused across AI initiatives instead of rebuilding governance and business context for every new agent.
