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Platform Agentic Studio Architecture

Architecture

An agentic AI architecture built
for the reality of enterprise
complexity.

Most enterprise AI was built for ideal conditions. Netomi was built for real ones. A fully managed agentic AI architecture that handles the full complexity of enterprise CX, at the scale and standards the world's largest brands demand.

Netomi Agentic OS

Built for the
toughest moments.

A purpose-built agentic architecture with every component enterprise AI requires — governance, orchestration, observability, and all the operational infrastructure.

01
Scalable

Any volume,
any moment.

Built for billions of interactions with autoscaling that absorbs sudden surges without breaking stride.

02
Sanctioned

Governance
embedded, not bolted on.

AI guardrails, brand safety controls, and data privacy built into the architecture at every layer — not added as an afterthought.

03
Composable

Your stack,
your models, your rules.

Use your preferred models, keep your existing contact center stack, and integrate with your business systems. No rip and replace, ever.

04
Self-learning

Gets smarter with
every interaction.

Netomi continuously analyzes real conversations, identifies opportunities for improvement, and offers strategic recommendations to optimize performance.

Netomi Agentic OS
Enterprise AI Platform
Governance Layer
Governance Modules
Duty of Care Topic & Policy Guardrails Prompt Security Response Validation

Real-time safeguards that wrap every agent interaction before it reaches a customer. Policy guardrails prevent off-brand or out-of-scope responses, while prompt injection detection and response validation ensure your AI operates exactly within the boundaries you define.

Operational Agents
AI Observability Conversation Insights Optimization Chain of Thought Model Evaluation

Multilayered visibility and monitoring gives you complete insight across customer experience, AI performance, model evaluation, and agent reasoning, so your AI is never a black box. And with proactive optimization built in, it never stops finding ways to get better.

Interaction Layer
Interaction Agents
Knowledge Agents Action Agents Look-up Write Back Reach Out

Specialized agents that retrieve, reason over, and act on information. Knowledge agents surface accurate answers from any data source. Action agents execute real transactions via seamless integration with your existing business systems

Horizontal Agents
System Agents Audit Agents RAG + Graph RAG RL Feedback

Cross-cutting agents that operate across the entire system; auditing interactions for compliance, managing system-level operations, and continuously improving through reinforcement learning.

Personalization Agents
Persona Adaptation Sentiment Analysis Brand Tone Emotion Detection Profile Tailoring

Every interaction personalized to the customer and true to your brand. Sentiment and emotion detection read how customers feel and adapt tone in real time, while full brand customization ensures every response is consistent, on-brand, and unmistakably yours.

Conversation Agents
Context Mgmt Disambiguation Routing Goal Detection Episodic Memory

The agents responsible for the shape and flow of every conversation. Built for the complexity and ambiguity of real customer interactions, they maintain memory across turns and sessions, disambiguate unclear requests, and ensure every conversation reaches the right resolution through the right path.

Orchestration Layer

Orchestrator

Task planning agent

Central coordination layer

Task Planning AI Agent Routing A2A Coordination Escalation Mgmt Delegation AI Agent Chaining

The central nervous system of the Netomi OS. The Orchestrator decides which agent handles what, sequences multi-step resolutions, manages escalation paths, and maintains within and across interactions. Without it, you have agents. With it, you have a system capable of resolving complex customer issues end-to-end, autonomously.

Interaction Modes

Fully Autonomous Human in the Loop

Interfaces / Channels

Chat Email Telephony Social Search MCP API and more...

Agentic Studio (Admin)

Design Build Integrate Test Deploy Monitor Optimize

Models

Netomi Private Models 3rd Party BYOM A2A MCP

Built for the moments that
break other systems.

Whether it's an IROP, open enrollment, a service outage, or a Black Friday surge — Netomi's architecture is designed to hold.