Modules Overview

AI Fabrix Core

The Core module provides the foundational services of the platform:

• Metadata-aware retrieval for enterprise data.
• Integration with business-critical systems (SharePoint, Teams, CRM, ERP, HR, Finance).
• Governance, auditing, and logging of all data operations.
• APIs and interfaces for connectors, workflows, and external systems.

This module ensures that AI queries and applications are always context-rich, compliant, and auditable.

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Miso

Miso is the control and deployment layer of AI Fabrix.

• Automates Azure-based provisioning (Dev → Test → Prod).
• Manages identity and access through Entra ID, SCIM, and RBAC inheritance.
• Enforces compliance (ISO-27001, GDPR, HIPAA alignment).
• Centralizes audit trails and operational observability.

Miso ensures secure-by-default deployment and enterprise-grade governance across all environments.

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Flowise

The Flowise module orchestrates workflows and integrations:

• Graphical builder for AI workflows and connectors.
• Orchestration of data flows between systems and vectorized knowledge bases.
• Support for metadata-aware retrieval augmented generation (RAG).
• Foundation for building AI-powered agents, copilots, and business-specific automations.

Flowise is the integration fabric of AI Fabrix, enabling repeatable, scalable workflows.

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OpenWebUI

OpenWebUI provides the user experience layer:

• Secure, role-based chat and collaboration interface.
• Case-builder for team-based AI projects.
• Multi-workspace support with Entra ID group-based roles.
• Visualization tools for conversations, context, and workflow execution.

This is the primary interaction point for end users, designed for usability without compromising compliance.

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Additional Modules

• SDK Developer toolkit for building and testing connectors, plugins, and workflows. Includes schema validation, packaging, and CI/CD integration.

• Plugins Flowise Enterprise Plugin Framework. Enables safe, server-side execution of community and enterprise connectors with dynamic schemas.

• Mori (Internal) Backend for subscription, tenant management, and billing. Used internally for customer lifecycle operations, not exposed to customers.

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Module Interactions

• Miso provisions and secures the environment.
• Core manages data retrieval, enrichment, and compliance controls.
• Flowise orchestrates workflows using Core APIs and metadata.
• OpenWebUI exposes workflows and collaboration tools to end users.
• SDK & Plugins extend Flowise and Core with new integrations.
• Mori supports subscription management in the background.

Together, these modules form a layered architecture that balances extensibility with enterprise trust.

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Module Responsibilities

• Core – Secure data access, metadata enrichment, APIs.
• Miso – Deployment, governance, compliance, observability.
• Flowise – Workflow orchestration, integrations, RAG pipelines.
• OpenWebUI – End-user interface and collaboration features.
• SDK – Developer enablement and extensibility.
• Plugins – Connector and extension ecosystem.
• Mori (Internal) – Subscription and tenant lifecycle management.

flowchart TD %% Layered view of AI Fabrix modules and interactions

%% Infrastructure & Security subgraph L0[Azure Infrastructure & Security] KV[Azure Key Vault] VNet[VNet + Private Links] MI[Managed Identities] PG[PostgreSQL / pgvector] REDIS[Redis] LOG[Observability: Logs & Metrics] end

%% Control Layer subgraph L1[Miso — Control & Deployment Layer] MISO[Miso Controller\n(Provisioning • Identity • Governance • Audit)] end

%% Core Platform subgraph L2[AI Fabrix Core — Platform Services] CORE[Core APIs & Services\n(Metadata Filters • Governance • Policy)] INTEG[Enterprise Connectors\n(SharePoint • Teams • CRM • ERP • HR • Finance)] end

%% Workflow / Orchestration subgraph L3[Flowise — Workflow & Orchestration] FLOW[Flow Orchestrator\n(Agents • RAG • Automations)] end

%% UX Layer subgraph L4[OpenWebUI — UX] WEBUI[Secure UI\n(Chat • Case Builder • Collaboration)] end

%% Extensibility subgraph L5[Extensibility] SDK[Developer SDK & CLI] PLUG[Plugin Framework\n(Safe Server-Side Connectors)] end

%% Internal Ops subgraph L6[Mori — Internal Operations] MORI[Subscription & Tenant Mgmt\n(Billing • Usage)] end

%% Data sources (external systems) subgraph DS[Enterprise Data Sources] SP[SharePoint] TEAMS[Teams] CRM[CRM] ERP[ERP] HR[HR] FIN[Finance] end

%% Identity IDP[Entra ID (SSO, RBAC, SCIM)]

%% Primary flows WEBUI –>|User actions / prompts| FLOW FLOW –>|Metadata-aware retrieval & policies| CORE CORE –>|Read/Write| PG CORE –>|Cache| REDIS CORE –>|Governed access| INTEG INTEG –> SP INTEG –> TEAMS INTEG –> CRM INTEG –> ERP INTEG –> HR INTEG –> FIN

%% Control & governance MISO –>|Provision & Configure| CORE MISO –>|Provision & Configure| FLOW MISO –>|Provision & Configure| WEBUI MISO –>|Secrets & Policies| KV MISO –>|Network & Private Endpoints| VNet MISO –>|Attach Identities| MI MISO –>|Audit & Telemetry| LOG

%% Identity and access IDP –>|SSO / RBAC| WEBUI IDP –>|Service & App Identities| MISO IDP –>|Service AuthZ| CORE IDP –>|Operator Access| FLOW

%% Extensibility paths SDK -. Builds/Tests .-> PLUG PLUG -. Extends .-> FLOW PLUG -. Extends .-> CORE

%% Internal ops MORI –>|Tenant/Subscription Metadata| MISO MORI –>|Usage & Billing Signals| LOG

%% Visual grouping notes (no edges) classDef infra fill:#f5f7fa,stroke:#c7d0dc,color:#1f2a37; classDef control fill:#eef6ff,stroke:#93c5fd,color:#1e3a8a; classDef core fill:#f0fdf4,stroke:#86efac,color:#065f46; classDef flow fill:#fff7ed,stroke:#fdba74,color:#7c2d12; classDef ui fill:#fef2f2,stroke:#fca5a5,color:#7f1d1d; classDef ext fill:#f5f3ff,stroke:#c4b5fd,color:#3730a3; classDef ops fill:#f8fafc,stroke:#cbd5e1,color:#0f172a;

class KV,VNet,MI,PG,REDIS,LOG infra class MISO control class CORE,INTEG core class FLOW flow class WEBUI ui class SDK,PLUG ext class MORI ops