FIELD NOTES / INSIGHTS
Clear thinking for complex assets.
Practical perspectives on integrity, reliability, turnarounds and responsible AI. Technical starters for your next engineering conversation.
ENGINEERING PRACTICE
AI is an assistant. The engineer stays accountable.
Where AI can help an engineering workflow, and where independent verification remains essential.
ASSET INTEGRITY
Before the assessment, check the evidence.
A practical starting point for checking data quality, operating context and assessment assumptions.
TURNAROUND PLANNING
A turnaround workpack is more than a task list.
Why acceptance criteria, readiness and close-out evidence belong in the same conversation.