Complimentary Gartner® Report: Market Overview: AI Agent Management Platforms

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GSX is the multi-agent system for building and orchestrating AI agents to support hundreds of use cases.

1.5 billion+

automated conversations per year

1,200+

prebuilt toolkits to use out of the box

80%

of users are non-developers

10,000+

enterprise AIs deployed

Five Pillars of the Cognitive Architecture:

The OneReach.ai Cognitive Architecture (the “AI OS”) provides five things that are prerequisites for delivering on the promises of AI and automation in the enterprise.

Addressing AI Agent Sprawl and the "Messy Middle"

Enterprises are leveraging AI, automation, and digital channels across a complex landscape of SaaS platforms and data sources. The OneReach.ai Cognitive Architecture is purpose-built to unify this complexity.

 

Rather than adding another layer of tooling, the OneReach.ai Cognitive Architecture acts as the intelligent connective tissue, turning distributed systems, models, and channels into a coherent, governable, and scalable AI operating environment.

What does it take to deploy generative AI at scale?

A complete agent runtime + platformthree layers of technology are integral to generative AI deployments.

 

OneReach.ai offers end to end solutions for the Orchestration (2) and Interface (3) layers. Our open, flexible platform also lets organizations use best of breed Infrastructure (1) technologies to suit their specific technology needs. The result is streamlined creation and fluid management of advanced conversational AI solutions.

Three layers of generative AI technology

1. Infrastructure


Foundational technologies: databases, Large Language Models (LLMs), AI models, and other essential backend services that support and power AI functionalities.

2. Orchestration


Management and coordination of underlying technologies in the infrastructure layer. A complete agent runtime facilitates efficient data flow, task execution, and resource allocation across AI systems.

 

3. User Interface


Enables users to interact with capabilities across channels: voice interfaces, graphical user interfaces, web chat, SMS, platforms like Teams, WhatsApp, and Slack, etc

Pillar 1

Communication Fabric

Communication Fabric gives agents a shared “super-session” across channels and time, so they can collaborate with the right context while every agent has a controlled, accountable way into the system.

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Pillar 2

Contextual Memory

Contextual Memory turns every interaction into reusable context for agents, automatically capturing, organizing, and updating unstructured data. It creates a trusted source of truth that helps agents deliver more accurate, personalized experiences with greatly reduced token consumption.

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Pillar 3

Cognitive Orchestration

Cognitive Orchestration enables agents to use multiple AI models and services together, so you can choose the right tools for each task and easily switch vendors at runtime as needs change.

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Pillar 4

AI Agents

AI Agents collaborate with people, systems, and each other to get complex work done. OneReach and third party agents can communicate across channels, access enterprise systems, and autonomously execute end-to-end workflows.

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Pillar 5

Human-in-the-Loop

Human-in-the-Loop turns the AI agent-human relationship into a true partnership. Humans can step in, guide decisions, correct agents, and provide feedback in real time, while agents preserve context throughout the interaction.

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Channels, Interfaces & Datasources

  • Voice
  • Web chat
  • SMS
  • App
  • Teams
  • Email
  • Data Lake
  • ERP
  • Ticketing
  • Identity
  • CRM
1 Communication Fabric
2 Contextual Memory
3 Cognitive Orchestration
4 AI Agents
5 Human-in-the-Loop

AI Services

  • LLMs
  • ASR
  • TTS
  • Vision
  • Embeddings

Trusted

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Integrated

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GSX is named as a market leader by every major analyst group

quote
Finding OneReach.ai meant that the technology melted away for the first time. We could focus on the best experience for the user, not what the technology partners were capable of.

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