Architect Advisor

Knowledge-grounded · Not a chatbot

Architect Advisor

A modular, RAG-based architecture knowledge platform designed to help teams explore specialist architecture material more effectively. The first module focuses on AEM as a headless and hybrid content platform, with 40+ curated reference architecture documents.

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Architect Advisor knowledge graph RAG-based modules: AEM Headless (live), AI Governance, Data Architecture, Technology ROI, Security Debt, Transformation Roadmap
What it is and is not

Architecture knowledge that is grounded, not hallucinated

Architect Advisor retrieves answers from a curated, verified knowledge base not from a general language model trained on unverified internet text. Every response is traceable to a source document.

What it does

Retrieves from curated docs

Each module is backed by a structured knowledge base of verified reference documents. Responses cite the source so you can verify the architecture decision behind the answer.

Modular by domain

Specialist, not general

Each module covers one specialist domain deeply. The AEM Headless module is live. AI Governance, Data Architecture, and more are in development.

What it does NOT do

Does not replace governance

Architect Advisor is a research and exploration tool not a substitute for formal architecture decisions made by qualified practitioners.

Live now · 40+ reference documents

AEM Headless and Hybrid Architecture

The first module covers AEM headless and hybrid patterns: Content Fragments, GraphQL delivery, Experience Fragments, the hybrid rendering model, and the governance considerations that make or break headless implementations. The knowledge base includes reference architectures, decision frameworks, and implementation patterns.

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Module roadmap

Domains being added

Each future module follows the same approach: a curated verified knowledge base, not general-purpose AI.

In development

AI Governance Advisor

Governance frameworks, risk categorisation, and accountability structures for enterprise AI adoption and deployment.

In development

Data Architecture Advisor

Data mesh, lakehouse, and domain-oriented patterns for modern enterprise data platforms.

Planned

Technology ROI Advisor

Measurement frameworks, benefit realisation models, and business case structures for technology investment decisions.

Planned

Security Debt Advisor

Security debt identification, prioritisation, and board-ready reporting frameworks for accumulated technical security risk.

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