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On mining maintenance, shift handovers, and how AI is helping crews work smarter.
Every shift changeover is a potential information black hole. When verbal handovers replace structured records, faults that should take days stretch into weeks.
Maintenance documentation contains thousands of pages of diagnostic procedures. AI can surface the right procedure in seconds — but only if grounded in your actual source material.
Remote mining sites and underground operations can't rely on constant internet. Software that stops working when the connection drops isn't built for mining.
When experienced technicians leave, they take decades of diagnostic intuition with them. Building systems that capture institutional knowledge before it walks out the gate.
Generic AI can sound confident while being completely wrong. In safety critical environments like mining, AI must be grounded in verified source material with full citation trails.
Verbal handovers lose detail. Paper forms get ignored. Structured digital handovers capture what matters and make it available to every crew that follows.
When a haul truck sits idle for 16 days, the real cost goes far beyond the repair bill. Lost production, duplicate labour, wasted parts, and fleet scheduling chaos add up fast.
Personal messaging apps feel convenient for site communication, but they create compliance gaps, lost context, and maintenance liabilities that most teams don't see until it's too late.