Architecture

Taking decision-making away from black-box LLMs

Relying on black-box LLMs for decision-making leaves enterprises with limited visibility into the facts, rules, and reasoning behind each outcome and means identical customer situations can produce different decisions.

AGIGO’s unique proprietary architecture solves this by separating customer communication from decision-making.

‍LLMs are used where they excel: navigating the open-ended, complex, creative, and unpredictable nature of human conversation. A deterministic engine, meanwhile, steers the conversation and makes decisions grounded in facts, rules, and logic.

The result is natural, intelligent customer interactions with consistent and fully traceable decisions.


AGIGO Platform Runtime Architecture


What makes AGIGO's architecture fundamentally different?

Typical Conventional Voice AI Architecture
LLM communicates and decides
LLM communicates, Engine decides
LLM may fabricate facts
Engine checks real data to establish facts
Same situation can lead to different decisions
Deterministic – same inputs, same decision
Decision logic is hidden in a black box
Decision logic is explicit and controlled
Limited visibility into decision making
Every decision is fully traceable

What this Architecture enables

Enterprise AI Governance

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Assured execution

Consistent decisions based on business rules and real enterprise data

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Fully traceable

Every decision can be traced back to the data, rules and logic behind it

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Testable before deployment

Decision logic and scenarios can be systematically validated before production

Positive Customer Journeys

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No hallucinated facts

The agent never invents a fact, it relays what the Engine found in real data

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Goal achievement

The conversation doesn't drift, the Engine tracks state and steers towards completion

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Natural interactions

The agent speaks naturally, creating fluid, human-like conversations


Ready to take the lead in your industry?

AGIGO is seeking Voice AI builders and integrators ready to outperform the market with outstanding solutions, built on the Voice AI technology of the future.

Flora

AI Agent

How can I help you today?