Before you commit capital or sign off a plan, the question is not "what does the spreadsheet say" - it is "can the operation actually deliver this?" Helm tests a plan against the twin's physical constraints, shows exactly where and when it breaks, and lets you compare operating options side by side in the same conversation.
A budget can be perfectly reasonable on paper and physically impossible in the pit. The Analyst takes your assumptions, applies them to the operating model, and reasons about feasibility - reconciling capacity, available time and losses against the plan. When a plan does not hold, it does not just say no; it shows the shortfall, period by period, and lets you test the operating levers that might close it.
This is an extended, multi-turn session with the Analyst. It starts from a budget question and ends with two operating scenarios compared side by side - the model reasoning through feasibility at each step, not just returning charts.
The conversation is not three unrelated queries. The Analyst holds the plan, the fleet configuration and the constraint logic in context, so each follow-up builds on the last - exactly how a planning conversation actually runs.
User-stated assumptions - hauler count, tph, operating hours - are translated into executable logic against the twin. Capacity becomes a computed quantity per month, not a single headline number.
Budget tons are compared against computed capacity, month by month. Where demand exceeds what the fleet can move, the Analyst quantifies the shortfall in both tons and fleet-hours and explains where the plan breaks.
A second operating scenario is run side by side against the first. The same constraint logic is applied to both, so the comparison is like-for-like and the trade-off between options is explicit.
Anyone making a multi-hundred-million-dollar decision who is tired of doing it on the back of a four-week modelling effort - and any operations leader who has had a budget handed down that the assets simply cannot deliver.
NoteThe demo animation is extracted from a live AI Analyst query session. Run-time has been compressed for display purposes — actual query durations typically range from one to three minutes. The data shown is simulated.
Most briefings include a live scenario run on a representative twin. Tell us the capital case or the budget; we'll show you whether the operation can carry it.
