Matt Briggs

About Me

I’m a product manager and content systems architect with deep experience designing AI-ready structured content pipelines, integrating with knowledge graphs, and leading documentation automation for cloud and enterprise software. I’ve worked across product, engineering, and UX to deliver solutions that scale across teams and systems—especially where structured content intersects with AI, APIs, and LLM retrieval.

Core Skills

• Knowledge graphs (Neo4j, RDF, JSON-LD, Schema.org)
• Structured content systems (YAML/Markdown pipelines, DocFX, schema validation)
• AI content readiness (RAG patterns, metadata modeling, LLM optimization)
• Cloud/DevOps (Microsoft Azure, Kubernetes, CI/CD authoring workflows)
• Process modeling (UML, BPMN, Agile, ITIL)

Projects

• Pattern Language Miner – NLP pipeline to extract, enrich, and cluster modular content patterns using JSON schemas
• Matt Briggs.com – Awarding winning fiction published by Clear Cut Press and Dzanic Books.
• Information Retrieval Graph – Graph information retrieval system that can work at retrieving information can be measured.

Recent Experience

• Microsoft (2017–Present): Led structured content architecture for Azure Kubernetes Services on Azure Stack HCI, contributing to RAG/LLM enablement. Built standards and tooling for 250+ author org.
• Nintex: Created SDK and API documentation for business automation platform, including custom developer portal integration.
• Nordstrom, Disney, Expedia: Delivered technical product documentation and process frameworks for large-scale commerce and service platforms.