Causal AI on top of the twin replaces the "what happened" chart with a "why it happened, what to do about it" conversation. The dashboard becomes a diagnostic conversation, not a static report.
One screen for the executive team. Performance, variance, and the questions that matter — answered live against the twin.
Performance against plan, broken down by the levers that actually drive value — never a generic KPI grid.
AI explanations grounded in the twin. Why margin moved, what the binding constraint was, which initiatives are pulling and pushing.
The "starting line" view of the business — capability, performance, value at risk, value being left on the table.
Asset-level, BU-level and group-level scorecards rolled up from the twin, never from manual spreadsheets.
"Why did EBIT drop in Site 4 last quarter?" — answered against the live model, with provenance.
Auto-drafted, twin-grounded narratives ready for executive review. Days, not weeks.
Driver-anchored exception alerts — material variance, driver inversion, constraint shift — not a wall of red KPIs.
Anyone who has ever spent a Saturday rebuilding a deck because the numbers changed Friday afternoon. Anyone who runs a monthly business review and is tired of the diagnostics taking longer than the action items.
The first month, we cut variance review from three days to half a day. The second month, the AI was finding things our analysts had been missing for years.
— GROUP FINANCE LEADER, ASX-LISTED MINER
We'll show Understand running on a business that looks like yours — same value chain, similar reporting cadence, real numbers redacted as needed.
