Systems Architecture

Engineering Architecture Gallery

Artificial Intelligence systems are more than models. This gallery documents the engineering architectures, design philosophies, information flows, and decision-making pipelines behind every major AK Lab project. These diagrams represent how intelligent systems are designed, not merely implemented.

Architecture Philosophy

Design Principles

Modular Systems

Independent components with clearly defined interfaces.

Human-Centred AI

Decision support rather than decision replacement.

Explainability

Every architectural choice should be understandable.

Scalable Engineering

Designed for production deployment and maintainability.

Project Architectures

Interactive Gallery

ChatPDF

Enterprise Retrieval-Augmented Generation Architecture

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StackFix

Multi-Agent AI Orchestration

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NAVISIGHT

Foundation Transformer Architecture

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SCRE

Hybrid Collision Risk Evaluation Pipeline

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Engineering Patterns

Common Architectural Themes

Transformer Architectures

Semantic Retrieval

Representation Learning

Hybrid AI Systems

Agentic Workflows

Engineering Automation

Future Architectures

AK Lab Roadmap

SCRE
ChatPDF
StackFix
NAVISIGHT
AK One Model
Maritime Foundation Model