AI Leverage Calculator

AI Readiness Assessment

How AI-ready is your engineering team?

12 questions across People, Process, and Technology — takes under 4 minutes. See your gaps and prefill the ROI calculator instantly.

Binariks · AI Transformation Practice · Binariks Team & COMPASS Framework

Benchmarks: DORA 2025 · GitHub Developer Survey 2026 · METR July 2025 Controlled Trial · LinearB 2025

Estimates are directional (~). Results reflect structured full-SDLC adoption; ad-hoc AI tool use produces lower gains.