Leading & Lagging Indicators, AI, and Psychological Safety
The Incentive Trap: When “Zero Harm” Becomes Less Reporting The oil and gas industry has spent decades refining its safety metrics, distinguishing between lagging indicators
Tracker for HAZOP, EPCIC & Operation Risk Assessment Actions
Action Tracker for EPCIC and Operation Risk Assesment Our flagship product for managing mass actions in an EPCIC project, Operations MRI or submissions for green
Why RAG, Semantic Search, and LLMs Struggle in Engineering Work—and the Case for Hybrid Approaches
In the ever-evolving landscape of artificial intelligence (AI), Retrieval-Augmented Generation (RAG), semantic search, and large language models (LLMs) have emerged as powerful tools for processing
MOC, Deviations and Managing Changes
In the oil and gas industry, Management of Change (MOC) is one of the most critical processes to ensure process safety, operational continuity, and regulatory
HAZOP Guidelines – The ultimate tips.
HAZOP Guidelines HAZOP – So what benefits does a HAZOP have and why have guidelines. HAZOP has been around from the 60s and for me
Actions Tracking Management in EPCIC Project
Introduction Engineering, Procurement, Construction, Installation and Commissioning (EPCIC) is the most commonly used form of project life cycle in the oil and gas industry. These