AI Fabrix provides one reusable foundation for business meaning, authoritative knowledge, permissions, decision authority and approved operations.
Describe once. Generate a candidate. Validate and reuse across AI initiatives.
Business and technical teams describe the outcome, entities, authoritative information, rules, role and permissions, governed operations, human approvals, and the Evidence and business measure to record.
Governed operations are approved actions against an existing system of record, subject to the required authority and approval checks.
Teams work through structured, inspectable definitions. AI may assist with drafting, but people validate their meaning. AI Fabrix then generates a candidate that must be tested, certified, approved and deployed.
Enterprise definitions become reusable, versioned operational assets. A change creates a new candidate that must pass the appropriate validation and release controls.
Enterprise Knowledge supplies business context Operational Trust applies boundaries Role Assistants perform governed work Evidence Fabrix proves the outcome.
Supplies business meaning, relationships, authoritative information, business rules and metadata-aware retrieval.
ExploreVerifies identity, permissions, organisational policy, decision authority and approval
requirements.
Combine Knowledge, Trust and approved operations into role-scoped capabilities used through approved AI interfaces—organisation-approved ways to use a Role Assistant, such as Teams, Copilot or a customer application.
ExploreRecords what happened, what people decided and what measurable business outcome was produced.
ExploreTraditional RAG can retrieve similar content. It does not explain which business context applies, which source is authoritative, which version is current or which information the user may receive.
Explore Enterprise KnowledgeSemantic relevance + business metadata + permission-aware filtering
Role Assistants narrow retrieval to the active role and outcome. At retrieval time, Operational Trust limits which capabilities and content are available for the active user and case.
A Role Assistant can use a certified, read-only business picture—such as revenue by customer, pipeline by stage or actual cost by cost centre—for the current decision. Viewpoints are calculated when used under Operational Trust. They are distinct from Smart RAG, and underlying systems of record remain authoritative.
AI has no authority of its own. Every action runs on behalf of an identified person and remains within that person’s existing organisational authority and access. AI Fabrix evaluates the organisation’s existing identity, permissions, approvals and system controls. It does not replace the identity provider or create a separate user identity store, and executes only approved capabilities under verified human authority.
“Discounts above 10% require approval.”
Verifies whether the employee may propose it, who may approve it and whether the operation may proceed.
If authority, required context or reliable information cannot be verified, the work stops instead of allowing AI to guess.
The AI interface provides the interaction. AI Fabrix provides the governed business capability behind it.
A Role Assistant is not a chatbot persona. It is generated from Enterprise Knowledge, Operational Trust, approved operations and Evidence requirements, then validated before release.
Evidence records business-significant facts behind completed work—not just tokens, conversations or assistant usage. Rejected operations, incomplete work and safe stops remain part of the validated result. They are never presented as successful business outcomes.
An account team needs to prepare renewals faster without losing margin or bypassing pricing authority.
AI Fabrix is deployed as a dedicated managed application — in AI Fabrix Cloud, or from the Azure Marketplace inside your organisation’s own Azure tenant. Either way there is no shared vendor tenant holding your enterprise foundation. Your systems remain authoritative, and your people retain decision authority.
Models, interfaces and connected applications can change without turning their APIs into the enterprise model. Portability and exit are evaluated against explicit contracts and artefacts — not assumed from deployment location alone.
Review deployment and ownershipAI 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.
Start with one process that has a measurable outcome, accessible information and clear authority.
