Agile + AI Capability Assessment

When priorities change mid-cycle, how does work adjust?

Replanned formally With friction Adapted locally Continuously adaptive

How are outcomes tracked during execution?

Milestones only Periodic reviews Frequent feedback Continuous learning loops

How empowered are teams to adjust their way of working?

Very limited Some autonomy Largely empowered Fully self-managing

How is AI primarily perceived in your organization?

Automation tool Productivity enhancer System capability Decision-influencing partner

How well are AI limitations understood?

Poorly understood Surface-level awareness Clearly understood Explicitly governed

How are AI outputs used in decision-making?

Rarely trusted Supporting input Regular influence Integrated with accountability

How connected are workflows across teams?

Fragmented Partially connected Mostly integrated End-to-end systems

How are downstream impacts considered?

Rarely Occasionally Regularly Systematically

How are feedback loops designed?

Informal Reactive Intentional Continuous & measurable

How are ethical concerns addressed?

After incidents During reviews Proactively discussed Embedded in design

How is trust maintained with AI usage?

Assumed Explained when needed Actively managed Explicitly governed

How are human impacts evaluated?

Rarely Occasionally Consistently Central to decisions

How does the organization respond to change?

Resistance Compliance Engagement Co-creation

How is learning embedded?

Informal Event-based Continuous System-driven

How are improvements sustained?

Short-term Inconsistently Through discipline Through culture