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Orion AI Fabric

Development and Governance Platform

Orion AI Fabric connects channels, agents, models, knowledge, enterprise systems, and robotics into one execution chain, controlled, approvable, and auditable at every step, so AI can move from pilot to real production.

Aligned with NIST AI RMFISO/IEC 42001OWASP LLM Top 10



Aligned with NIST AI RMFISO/IEC 42001OWASP LLM Top 10

Why Now?

Most enterprise AI is stuck in pilot

The model isn't the weak link. What's missing is the governance layer that real production requires. Once an AI agent has to read data, query a CRM, operate a core system, or control a robot, every step needs a clear answer: Who did this? What did they do? Was it compliant? Who approved it?

The pain points that it solves

Orion AI Fabric solves what holds enterprise AI back.

Pilots don't make it to production

Data can't leave the enterprises

Knowledge is scattered

Agent behavior is not controllable

A person holds a tablet displaying an AI interface against a blurred cityscape at night, symbolizing AI-driven real-time customer service guidance. The visuals highlight adaptive listening, intelligent support, and enhanced operational efficiency.

Product Position

Orion AI Fabric is the development and governance platform for enterprise agentic AI. Five capabilities: channels, agents, models, knowledge, and action; come together under Ingress/Egress Governance and Task ID auditing, in one complete execution chain.

Orion AI Fabric is the development and governance platform for enterprise agentic AI. Five capabilities: channels, agents, models, knowledge, and action; come together under Ingress/Egress Governance and Task ID auditing, in one complete execution chain.

Not a chatbot

Not a chatbot

Not a GPU box

Not a GPU box

Not a point RAG tool

Not a point RAG tool

It is

Enterprise agentic AI development and governance platform

Enterprise agentic AI development and governance platform

Category

Typical Scope

Orion AI Fabric's Position

Conversational Assistants

Included modules

Typical Scope

Typical Scope

Respond to prompts, mostly limited to text interaction

Respond to prompts, mostly limited to text interaction

Notes

Orion AI Fabric's Position

Orion AI Fabric's Position

Governs the full chain from channel to model, memory, tools, systems, and response

Governs the full chain from channel to model, memory, tools, systems, and response

Point RAG Applications

Typical Scope

Typical Scope

Retrieve documents and answer questions

Retrieve documents and answer questions

Orion AI Fabric's Position

Orion AI Fabric's Position

Adds identity, ACL-aware retrieval, agents, tool actions, voice, model training, and audit trail

Adds identity, ACL-aware retrieval, agents, tool actions, voice, model training, and audit trail

Agent Frameworks

Typical Scope

Typical Scope

Help developers wire up tool-calling logic

Help developers wire up tool-calling logic

Orion AI Fabric's Position

Orion AI Fabric's Position

Provides a production runtime, governance, channels, model routing, and an agent marketplace

Provides a production runtime, governance, channels, model routing, and an agent marketplace

MLOps Platforms

Typical Scope

Typical Scope

Manage training, evaluation, model registry, and deployment

Manage training, evaluation, model registry, and deployment

Orion AI Fabric's Position

Orion AI Fabric's Position

Covers the AI Model Factory alongside live agent operations and enterprise system governance

Covers the AI Model Factory alongside live agent operations and enterprise system governance

RPA Platforms

Typical Scope

Typical Scope

Automate deterministic application steps

Automate deterministic application steps

Orion AI Fabric's Position

Orion AI Fabric's Position

Adds language understanding, AI memory, ASR/TTS/OCR, agent reasoning, and approval-based governance

Adds language understanding, AI memory, ASR/TTS/OCR, agent reasoning, and approval-based governance

Orion AI Fabric

Build Locally. Deploy Socially. Connect Globally

Core Architecture

One platform, five integrated capabilities

Action Governance

Action Governance

System Tools connect to CRM/ERP/core banking, extending into robotic control

Knowledge Governance

Knowledge Governance

Conversation memory, vector store, knowledge graph, permission-aware retrieval

Agent Governance

Agent Governance

Native and Claw Agents run side by side, with identity and Task ID

Model Factory & Engines

Model Factory & Engines

Local LLM, routed models, ASR, TTS, OCR + AI Model Factory

Channel Integration

Channel Integration

Web, mobile, chat, voice, the Octon social network, API

Full Architecture

From channel to system, every step is controllable, approvable, and auditable

From a single node to cross-site collaboration

Orchestrator and EdgeMesh

The Orchestrator is the operational control center for every task: it selects the agent, decides the workflow, routes tools, and assembles the final response. EdgeMesh extends the Orchestrator beyond a single deployment node. It links sites and departments through a mesh network, and lets teams publish, discover, and install agents and skills through a governed Marketplace.

Mesh Network

Mesh Network

Cross-node connectivity

Cross-node connectivity

Marketplace

Marketplace

Agent and skill distribution

Agent and skill distribution

Discovery

Discovery

Find agents and packages across the network

Find agents and packages across the network

Global Social Network

Global Social Network

Identity-bound collaboration

Identity-bound collaboration

Why Orion AI Fabric

Differentiators

Governed Ingress/Egress

Every prompt, data item, tool call, and output passes through risk checks and approval — not just a model-level guardrail.

Task ID audit chain

Every action, from channel entry to final response, is traceable and attributable.

AI Model Factory

Enterprises can train their own language, voice, biometric, and retrieval models instead of relying solely on general-purpose LLMs.

Communications-native

Web, mobile, chat, voice, and PBX/contact-center traffic all enter the same governance platform.

Dual-track agents: Native + Claw

Balances the security needs of sensitive internal workflows with the extensibility of external Marketplace skills.

One policy layer for system tools and robotics

APIs, RPA, databases, and robotic actions are all governed by the same policy engine.

Solution Packages

Choose a Package by Need

Every package traces back to the same core: Task ID, policy, audit, model routing, and tool governance.

Package

Best for

Included modules

Notes

Core Fabric

Best for

Large enterprise / regulated customers

Included modules

Orion Core Gateway, Orchestrator · Agent Runtime, Governance · Admin Console

Notes

Cross-channel Task ID trace, policy blocking, approval workflow

AI Contact Center Copilot

Best for

Banking / insurance / telecom

Included modules

ASR, LLM, RAG · CRM / contact-center connectors · Call summarization, compliant responses

Notes

Real-time agent assist, call summaries, next-best-action

AI Knowledge Vault (KV)

Best for

Financial services / legal / government

Included modules

Docs/Email/NAS/Recording ingestion · OCR/ASR, vector store · ACL-aware Q&A

Notes

Receptionist robots, branch service, cleaning/manufacturing tasks

Core Architecture

One platform, five integrated capabilities

Action Governance

System Tools connect to CRM/ERP/core banking, extending into robotic control

Knowledge Governance

Conversation memory, vector store, knowledge graph, permission-aware retrieval

Agent Governance

Native and Claw Agents run side by side, with identity and Task ID

Model Factory & Engines

Local LLM, routed models, ASR, TTS, OCR + AI Model Factory

Channel Integration

Web, mobile, chat, voice, the Octon social network, API

Full Architecture

From channel to system, every step is controllable, approvable, and auditable

Getting Started

Get Started with Orion Cube Today

Join the revolution in communication and connectivity. With Orion AI Fabric, your business will benefit from cutting-edge technology, enhanced security, and seamless collaboration.

Contact us now to learn more or to request a demo, and see how Orion Cube can elevate your business operations.

Try for Free

Contact Us

How can we help?

Contact Us.

:

+1-650-220-2800

:

octon.us.ops@orionfabric.ai

800 West EL Camino Real, Suite 180, Mountain View, California, 94040, USA

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Your Voice Our Priority, Reach Out Today.

Try for Free

Contact Us

Product

Solution

Resources

About Us

How can we help?

Contact Us

© 2026 Octon. All Rights Reserved.