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Architecture Overview

How Atrapos Works

An intelligent agent platform built on structured methodology, not generic prompting.

System Version 2.4.1
Governed Intelligence Framework
Layer 01

The Knowledge Layer

From documentation to structured intelligence.

database

Knowledge Ingestion

Continuous normalization of raw data into high-fidelity embedding clusters for cross-referenced accessibility.

account_tree

Structured Retrieval

Dynamic semantic mapping ensures that only the relevant nodes of information are activated during an interaction.

security

Knowledge Boundaries

Hard-coded containment ensures the agent never hallucinates beyond the verified documentation provided in the tenant space.

Layer 02

The Methodology Layer

Governed by configuration, not by the model. We move away from fragile prompt engineering into resilient structural systems.

01

CommBus

The central nervous system of Atrapos that manages state, intent, and historical continuity across multiple turns.

02

Circle of Trust

A cryptographic validation layer that checks every model output against pre-defined safety and brand guidelines before delivery.

03

Structural Correspondence

Ensuring the response structure precisely mirrors the input requirements, whether for a legal brief or a support ticket.

hub
Governance
Control Flow
Layer 03

The Conversation Layer

Real-time, natural interactions handled through a single optimized frontier model call to minimize latency and maximize coherence.

  • Multilingual Fluidity
  • Voice-First Integration
  • Zero-Latency Context Switching
Layer 04

The Output Layer

Structured briefs, not chat logs. Every interaction culminates in a high-fidelity summary designed for human decision-making.

Brief Preview

Trust & Privacy Architecture

Architecturally private. Structurally auditable.

Config-Governed

Policies are immutable during active sessions.

Deterministic

Retrieval patterns are predictable and repeatable.

Tenant Isolation

Physical database separation for complete data security.

BYO API Keys

Maintain full ownership of your model relationships.

Under the hood.

Built for scale on the most resilient modern stack.

Back-end Elixir / Phoenix
Persistence PostgreSQL
Models OpenRouter
Audio ElevenLabs
Queues Oban

The best way to understand is to experience it.