Resources
Guides for working with AI and engineering data.
Practical explainers across AI, automation, engineering and reliability, being prepared now.
Guides
Practical guides, in preparation.
Short, practical explainers on working with AI and engineering data. They will appear here as they are published.
AIComing Soon
Understanding LLMs: What They Can and Can’t Do
A practical mental model for working with large language models.
AIComing Soon
Prompting for Technical Work
Structure, context and constraints that make AI output usable.
AutomationComing Soon
From Prompts to Workflows
Turning a one-off prompt into a repeatable workflow.
EngineeringComing Soon
AI-Assisted Engineering Documentation
Drafting technical documents faster while keeping every claim checkable.
ReliabilityComing Soon
Condition Monitoring: Where to Start
Which signals matter, and how trends become decisions.
EngineeringComing Soon
Investigating a Compressor Vibration Anomaly
Observe, investigate, analyze, diagnose: a worked approach.
Build practical AI capability.
Workshops and programs for students, engineers and campuses.