Revenue skidded when housing cooled, while labor costs ran hot. Forecast reviews devolved into debates over anecdotes. The team collected five years of data, validated sources, and mapped leading indicators, aligning skeptics by showing past misses that would have narrowed with simple macro overlays, clear documentation, and ownership clarity.
They built elasticities for price and volume, connected macro scenarios from central banks, and piloted a dashboard comparing baseline, upside, and downside. Weekly huddles synchronized finance and sales, while treasury prepared hedges. Leaders appreciated clarity, and adoption accelerated after a surprise rate hike validated the stress tests, proving practical value quickly.