your orgbenchmark distribution · n ≈ 2,200

23.1%
23.0%
17.5%
13.1%
9.8%
13.5%

📈

Novice Lift

Brynjolfsson, Li & Raymond (QJE 2025) · Dell'Acqua et al. (HBS 2023)
🔄

Deming (QJE 2017) · Tenfold field data n≈2,200
⚖️

Humlum & Vestergaard (PNAS 2025) · Anthropic Economic Index (2025)

Jagged Frontier — Q3

Dell'Acqua et al. (HBS 2023)
🌱

Spillover Seeding — Q3

De Grip & Sauermann (EJ 2012) · peer-effects literature
🗣

Voice Shield — Q4

Freeman & Medoff (1984) · worker-voice literature (incl. Sojourner)