guido-scale

Specification-driven development readiness measures your organization's maturity across process discipline, documentation, governance, automation, and culture to determine if AI-agentic workflows can succeed. The GUIDO Scale assessment evaluates these dimensions to estimate migration effort and identify bottlenecks before adopting AI-native practices.

Run a two-dimension assessment using the GUIDO Scale to evaluate your current organizational maturity and migration effort. It scores bottlenecks across process discipline, documentation, governance, automation, and culture, producing a structured roadmap that guides your transition from baseline G1 to full G5 readiness.

Yes, the GUIDO Scale generates a bottleneck-driven roadmap specifically for spec-driven development adoption. It maps required owners, timelines, and success criteria across five maturity levels, ensuring your migration effort addresses the exact process, documentation, and governance constraints blocking AI-native transformation.

You should trigger reassessment when significant changes occur in your process discipline, documentation, governance, automation, or culture. The GUIDO Scale includes reassessment triggers to ensure your bottleneck-driven roadmap remains accurate as your organization progresses toward G5 spec-driven development readiness.

AI-native development requires structured governance and automation maturity to support specification-driven workflows. The GUIDO Scale assesses these dimensions alongside process discipline, documentation, and culture, scoring your readiness from G1 to G5 to determine if your current environment can sustain AI-agentic practices.