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.
We reduced the time to prepare board packs by 75–90%. In our first budget cycle, we ran multiple driver-based scenarios in the twin. The quality of our budget packs and analysis was transformed, and we had full traceability to source data when we needed to drill into a number.
- CHIEF FINANCIAL OFFICER, TIER-1 MINER
We'll show Understand running on a business that looks like yours - same value chain, similar reporting cadence, real numbers redacted as needed.
