FICTIONAL BASELINE SOURCE
D-paired | internal | 2026-10-24

Sample A: executive implemented weekly cash forecasting with the controller and operations leads; no independently confirmed numerical improvement. Sample B: executive implemented weekly cash forecasting with the controller and operations leads; no independently confirmed numerical improvement. The evidence is intentionally identical. Apply the same rubric and confidence standard to both.