Validated
AI handles larger implementation segments with human validation checkpoints for reliability, compliance, and fit.
The Autonomy Gradient
A framework for understanding how AI reshapes engineering execution.
From assistance to autonomy, map how AI operates within your development system.
Gradient Demonstration
Select an anchor to inspect its position on the autonomy spectrum.
Autonomy Meter
56%
Relative AI execution authority
Impact Gauge
Speed and throughput change profile
Human Role Indicator
- Implementer
- Architect
- Strategist
Where do you sit on the Gradient?
Describe your workflow. We'll map your position.
Assess My Workflow