Insights on AI-powered planning, field operations, and compliance across the energy sector.
Permits and procedures are usually managed in separate lists, so nobody can easily see that a piece of equipment has two active permits, a procedure in…
Many fatal risks overlap, like working at height near energized equipment or a confined space that is also a hot work area, and a system that flags each…
Workers should be able to complete a permit without an AI assistant, because some workers will find an AI assistant helpful and some will not, and…
Large jobs like startups and turnarounds often have several operators working different sections of the same procedure at the same time, which paper…
Operators trust procedures that sound like their site, so if a digitization project rewrites everything into a generic corporate template, people notice…
Shadow mode, where the AI runs alongside the existing process without affecting decisions, makes sense when the cost of a wrong recommendation is high…
Field video can reveal where a written procedure no longer matches the work, since it shows how the work is actually done, including the shortcuts…
In most cases a vendor should consume an existing P&ID graph rather than rebuild it, since a P&ID graph that the company has already built and maintains…
When inspection results are tracked at the shipment level, one failed item can hold up everything else, since there is no clean way to release part of…
Yes, and it should, since a file named insurance certificate might be expired, for the wrong company or a different document altogether. Vendors often…
A digital twin is only useful if people trust it, and it loses that trust quickly when it shows equipment that was removed or misses a line that was…
AI can scan procedures and flag steps that look like they involve a fatal risk, but a flag on its own is not something a safety team can rely on. A…