Enterprises have invested heavily in analytics platforms, data lakes, dashboards, and AI copilots.
Yet critical corporate decisions still require manual synthesis, cross-functional interpretation, and spreadsheet reconciliation.
Traditional approaches are bottom-up.
Structure as much data as possible, then visualize it, and hope clarity emerges.
But strategic clarity does not emerge from aggregation alone.
Enterprise systems are optimized around functions (ERP, CRM, HRIS).
Corporate decisions are cross-functional.
Misalignment creates friction.
Friction reduces clarity.
Lack of clarity impacts valuation, capital allocation, and execution.