New
Introducing the new AI Fabrix

Enterprise AI, Deployed Under Control Inside Your Azure Tenant

AI Fabrix is an enterprise AI operating platform that makes AI governable, permission-aware, and production-ready by design.

Not a SaaS tool. Not an agent framework.
An AI operating model built for real enterprise constraints.

In-tenant · Identity-first · Audit-ready  

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Trusted by Industry Leaders
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Most AI pilots fail because data access, governance, and execution are bolted on later.
AI Fabrix makes them structural from day one.
AI Fabrix is an Azure-native, in-tenant enterprise AI platform built on open standards, delivering a SaaS-like experience while running entirely inside your Azure tenant. It combines the simplicity enterprises expect from modern AI platforms with full control over data, identity, and governance—ensuring every agent, workflow, and application operates on trusted, permission-aware data without custom code, service accounts, or external SaaS dependencies.
Enterprise Reality

Why Enterprise AI Stalls

Enterprises don’t fail at AI because of models. They fail because identity, permissions, and auditability break during execution.
AI Fabrix removes these failure modes by architecture.
AI Fabrix is an Azure-native, in-tenant enterprise AI platform built on open standards, delivering a SaaS-like experience while running entirely inside your Azure tenant. It combines the simplicity enterprises expect from modern AI platforms with full control over data, identity, and governance—ensuring every agent, workflow, and application operates on trusted, permission-aware data without custom code, service accounts, or external SaaS dependencies.
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Identity is dropped during AI execution
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Permissions are re-implemented in every app
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Service accounts bypass governance
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Audits require reconstruction
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Security teams block production rollout
The Dataplane

The Missing Layer in Enterprise AI

AI Fabrix introduces a governed AI Dataplane that supplies AI with:
    Most enterprise AI platforms fail because they treat AI as a tool problem—adding copilots and interfaces on top of fragmented systems while ignoring the deeper challenges of integration, identity, and governance.
    AI Fabrix treats AI as an integration and governance problem and solves it at the foundation, introducing a new, AI-native integration standard that makes enterprise data secure, explainable, and usable by AI at scale—without adding another SaaS layer.
    Permission-aware data
    Full lineage and audit context
    Business-aligned metadata
    At its core is CIP — Composable Integration Pipelines.

    What CIP Is

    CIP is an AI-native integration layer that replaces:
    • Custom integration code
    • Service accounts
    • Fragile workflow builders
      Most enterprise AI platforms fail because they treat AI as a tool problem—adding copilots and interfaces on top of fragmented systems while ignoring the deeper challenges of integration, identity, and governance.
      AI Fabrix treats AI as an integration and governance problem and solves it at the foundation, introducing a new, AI-native integration standard that makes enterprise data secure, explainable, and usable by AI at scale—without adding another SaaS layer.
      CIP capabilities:
      • Execute securely inside your tenant
      • Enforce RBAC / ABAC automatically
      • Normalize metadata and lineage
      • Expose governed data via OpenAPI + MCP
      Data Build Tool for APIs — with enterprise security and AI context built in.
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      Governance & Identity Control Plane (Miso)

      Miso is the control plane of AI Fabrix.
      Every request—human, API, or AI—passes through Miso, where identity is preserved, policies are evaluated, and execution is authorized before anything runs. Governance is enforced by architecture, not added later.

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      Controlled AI Execution (via CIP & MCP)

      AI executes only through governed pipelines. CIP and MCP replace direct system access with controlled execution that enforces identity, permissions, metadata, and audit automatically. No service accounts. No hidden access. Every action is traceable.

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      The Governed AI Dataplane

      AI receives data with identity and context intact.
      The AI Dataplane delivers permission-aware data, business metadata, and audit lineage end-to-end—from source systems to AI execution. Every retrieval follows the same enterprise policies as users and APIs.

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      Composable Integration Pipelines (CIP)

      CIP is the AI-native integration layer of AI Fabrix.
      It replaces custom code, service accounts, and fragile workflows with composable pipelines that run inside your Azure tenant. Integrations are secure, auditable, and production-ready by design.

      eSystems By the Numbers

      Created by Experts. Empowering Innovators.

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      APPLICATIONS DELIVERED
      How It Works (At a Glance)

      Identity → Policy → CIP → Retrieval → Response

      AI moves to production when data, identity, and governance are built in from the start.
      Same flow for humans, APIs, and AI agents.

      Users authenticate via Entra ID
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      Create Production-Ready AI, Not Just Workflows

      AI Fabrix enables teams to build AI agents and applications on top of a governed data and integration foundation. Instead of stitching tools together, enterprises get a repeatable path from pilot to production—secure, compliant, and scalable inside their Azure tenant.

      Policies are evaluated centrally
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      Operate with Governed Data & Actions

      At runtime, AI Fabrix enforces identity, permissions, and policy on every data access and action. Through governed pipelines and MCP-controlled actions, AI agents securely read and write across enterprise systems—fully auditable, permission-aware, and consistent across environments.

      CIP supplies governed, permission-aware data
      Retrieval enforces metadata + identity filtering
      Every action is auditable by design
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      Promote, Operate, and Scale

      AI Fabrix provides a governed path from change to production. Miso controls promotion across environments, enforcing identity, policy, and audit at every stage. Updates are applied consistently and safely—so AI systems scale globally without breaking security, compliance, or trust.

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      Evaluate the Platform — Not a Demo

      AI Fabrix is evaluated inside your Azure tenant, using real identity and real data.

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      No feature gating
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      No throwaway work
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      Scale is the only variable
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      Advantage

      What Enterprises Can Do with AI Fabrix

      AI Fabrix does not sell AI applications.
      It enables enterprises to build and trust their own AI solutions.

      Move AI from pilots to production safely
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      Let AI work across systems without exposing data
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      Standardize governance across teams and tools
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      Deploy AI in regulated environments
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      Eliminate security logic from application code
      Platform Pillars

      A Platform Is Not a Product. It Is an Operating Model

      AI Fabrix is built on a small number of structural pillars that make enterprise AI possible at scale.

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      “With AI Fabrix, we finally brought AI operations inside our own Azure tenant. That single decision removed every SaaS-related compliance risk and gave us full visibility into identity, data, and workloads. My team can now build and scale AI agents with enterprise-grade governance, not just prototypes.”
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      "AI Fabrix helps us use internal knowledge securely — from onboarding materials to HR policies. It’s incredible how quickly our HR team can surface the right context for employees without ever exposing sensitive data outside our environment."
      Blog Posts

      Insights, Tips & AI Trends

      Explore the latest in AI, customer support, automation, and business growth — straight from our experts.

      Ready to make AI Fabrix work for your enterprise?

      Run secure, compliant, in-tenant intelligence that drives measurable impact across your organization. Built on four open standards — OpenAPI, CIP, MCP, and ABAC/RBAC — AI Fabrix ensures every AI agent runs on trusted, permission-aware data with no lock-in and full transparency.

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      Common Questions

      We’ve gathered the most frequent questions about AI Fabrix — from setup to security. Explore the Q&A or start a free trial now.

      FAQ’s

      Frequently Asked Questions

      What is AI Fabrix?
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      AI Fabrix is an Azure-native, in-tenant enterprise AI platform that enables secure, governed AI adoption at scale.
      It turns fragmented enterprise systems into permission-aware, AI-ready data using open standards—so AI agents, workflows, and applications can run safely in production, not just pilots.

      What are the system requirements?
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      AI Fabrix runs entirely inside your Azure tenant and uses standard Azure services for compute, storage, networking, and identity.
      There is no shared SaaS component and no external service accounts. Infrastructure sizing depends on workload and scale, and follows a predictable, infrastructure-based model.

      Is AI Fabrix secure and compliant?
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      Yes. Security and governance are foundational to AI Fabrix. All data and AI operations run inside your Azure tenant, using Entra ID for identity, ABAC/RBAC for access control, and full audit logging for every data access and AI action. This enables compliance with enterprise and regulated-industry requirements.

      How do I get started with AI Fabrix?
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      Most customers start with a guided deployment inside their Azure tenant. This includes setting up governance with Miso, connecting core systems through CIP, and deploying an initial AI agent or use case. From there, teams expand incrementally using the same governed foundation.

      Can I integrate AI Fabrix with existing systems?
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      Yes. AI Fabrix integrates with enterprise systems using OpenAPI and Composable Integration Pipelines (CIP).This approach avoids custom SDKs and service accounts, automatically enforcing identity-based access (ABAC/RBAC) and providing full metadata, lineage, and auditability across systems such as CRM, ERP, HR, Finance, SharePoint, and custom APIs.

      What support options are available?
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      AI Fabrix offers documentation, reference architectures, and enterprise support options.
      Customers also receive guidance on governance setup, integration patterns, and production rollout to ensure AI moves safely from pilot to scale.