Run scenarios, sensitivities, capital options and strategic alternatives against the twin. Quantified, explainable, and auditable. AI participates in the analysis — as analyst and as challenger.
Run any operational change, capital reallocation, commodity price path, decarbonisation pathway against the twin.
Where is the value most exposed. Where is the plan most fragile. What level of confidence is justified.
Twin-quantified value attribution across capital programmes. Stop arguing about a deck; argue about the model.
Constraint analysis, debottlenecking, capacity planning, discrete-event simulation against the live operation.
Causal AI traversal of variance through the twin's structural model — AI-drafted commentary anchored to operational drivers, with full provenance and human review before distribution.
Monte Carlo, probabilistic forecasts and confidence intervals — not single-point spreadsheet outputs.
Anyone making a multi-hundred-million-dollar decision who is tired of doing it on the back of a four-week consulting effort. Anyone explaining a strategy to the board where the numbers move every time someone touches the model.
We were running ten-year capital scenarios in the same call where we used to argue about which spreadsheet was current.
— CHIEF STRATEGY OFFICER, MULTINATIONAL UTILITY
Most briefings include a live scenario run on a representative twin. Tell us the decision; we'll show you the model.
