Professional Intelligence Watch
Governed AI-supported professional intelligence.
A system for researching, comparing and synthesising professional developments while preserving evidence, continuity and human editorial judgement.
View case study →Sinéad Coughlan
AI-Enabled Knowledge Architect
Clear words.
Smart workflows.
Confident users.
Sinéad Coughlan
Applied AI & Knowledge Systems
I help organisations make complex documentation and knowledge usable, trustworthy and ready for AI-enabled work.
My technical documentation background informs how I approach knowledge structure, governance and practical AI-enabled workflows.
What I work across
Knowledge & Information Architecture
Structured information and task-oriented content that make knowledge easier to find, maintain and reuse.
Knowledge Governance & AI Readiness
Evidence, authority, provenance and review practices that make knowledge trustworthy before AI is layered on top.
Applied AI & Knowledge Workflows
Practical use of AI in research, synthesis, documentation and information experiences, with appropriate human control.
Technical Documentation & Content Systems
Structured technical content, docs-as-code, API documentation and maintainable authoring environments.
Learning, Adoption & AI Enablement
Helping people understand and adopt new knowledge practices and AI-enabled ways of working.
Selected work
Senior Support Hub
Structured public-service knowledge with evidence-led governance and adaptive UX.
A working demonstration of how structured information, governance and bounded assistive features can make complex guidance easier to use.
View case study →
API Documentation Architecture
A durable docs-as-code system built around developer tasks.
A representative API documentation system demonstrating structured content, task-oriented navigation, technical precision and maintainable source.
View case study →Selected professional development
- University of Washington — API Specialization
- Vanderbilt University — Prompt Engineering for Large Language Models
- Google — AI Essentials
- Bill Raymond Workshop — AI for Technical Documentation and Content Creators
- Institute of Project Management, Ireland (IPMI) — Certified Project Manager
Work with me
I’m interested in work where documentation, knowledge and AI-enabled workflows come together — whether that means improving an existing knowledge system, shaping a new one, or helping teams work differently with AI.
If that sounds relevant to what you’re working on, I’d be glad to talk.
Let’s talk →What I Build
Developer Documentation Systems
Modular, task-driven API and platform documentation designed for clarity, speed, and long-term maintainability.
Docs-as-Code Environments
Version-controlled documentation ecosystems built with structured authoring, review workflows, and technical validation.
AI-Enabled Knowledge Architecture
Adaptive, governance-aware knowledge systems that align structured content with intelligent user experiences.
Content Governance & Publication Discipline
Scalable documentation models supporting review readiness, traceability, and enterprise-grade standards.
Selected Credentials
- University of Washington — API Specialization
- Vanderbilt University — Prompt Engineering for Large Language Models
- Google — AI Essentials
- Bill Raymond Workshop — AI for Technical Documentation and Content Creators (7-week program)
- Institute of Project Management, Ireland (IPMI) — Certified Project Manager
Work with Me
I collaborate with product teams, platform organizations, and innovation leaders building AI-enabled documentation systems and scalable knowledge environments.
If that reflects your direction, I welcome the conversation.