Experience that informs. Patterns that accelerate.

Functional plans were disconnected, assumptions were difficult to trace and finance needed a clearer path from revenue and workforce drivers to P&L, balance sheet and cash flow.

Shape a modular SAC Planning architecture covering revenue, workforce, Opex, Capex and integrated financial statements, supported by shared dimensions, governed assumptions, workflows and scenario analysis.

The organization needed a governed consolidation model connecting master data, intercompany processing, currency translation, close controls and group-level reporting.

Define the consolidation architecture, design decisions, ownership model and delivery sequence, with finance workshops focused on the issues that materially affect close quality and transparency.

Business teams had many AI ideas but lacked a consistent way to distinguish useful enterprise scenarios from demonstrations with weak data, control or adoption foundations.

Prioritize role-based scenarios by value, feasibility, risk and data readiness, then define agent grounding, skills, actions, approval boundaries, evaluation and adoption requirements.