FP&A, planning & performance management

Defendable, action-linked metrics create organizational focus; unwatched KPIs create illusion of control and enable manipulation like Wells Fargo.

Dashboards inevitably re-bloat; forced subtraction keeps focus on the handful of metrics that actually drive decisions.

Rolling forecasts enable sub-30-day reallocation; annual single-point budgets become structural fiction when forecast error exceeds 5% within four months.

Five to eight drivers explain most businesses; bloated models are slower and more fragile, not more accurate, and resist quarterly re-forecasting.

Grading people on the number they predict guarantees sandbagging and hockey-sticks; decoupling buys trustworthy numbers that allocate capital.

Tracking signed bias separately from magnitude turns accuracy into a governance lever, earning calibrated divisions tighter buffers and faster capital access.

Symmetric ±10% cases are sensitivity analysis masquerading as scenarios; genuine two-uncertainty maps prepare boards for real structural shocks.

Documented triggers convert scenarios into decisions; a one-page playbook signed by treasury, FP&A, and BU heads removes hesitation in a crisis.

A 100%-reconciled bridge with recurrence tags and a forward walk gives boards confidence you've metabolized the miss into forecasts.

One-time slashes bounce back in 18 months; a metabolism with named category owners holds the cost trajectory and generates durable savings.

A single shared number surfaces silent inconsistencies as early conflicts; big-bang rollouts and underinvested data layers are the signature failure modes.