🔹 Application Layer – Languages & Frameworks

We build business logic, domain-driven services, and user interfaces in this layer.

🔹 Data, Messaging & Resilience Layer

Core components for inter-service communication, data storage, caching, and fault tolerance.

🔹 AI / ML & RAG Ecosystem

The layer that extracts meaning from documents, logs, and business data, powering retrieval, summarization, and decision-support.

🔹 CNArqe Operation-OS AI Engine Components

Autonomous AI modules that detect opportunities, risks, and anomalies, and generate executive-level summaries.

🔹 DevOps, Cloud & Observability

Tooling and platforms that ensure a continuous, secure, and observable Operation-OS runtime.

🔹 Core System Architecture & Platform

The backbone managing API gateways, microservice orchestration, and container platforms.

🔹 AI Model Providers

Large language and multimodal models integrated into Operation-OS for different business scenarios.