STAGE 01
Exploring
Essence
Experiments emerge.
What it looks like
- Activity is disconnected.
- Curiosity is high.
- Structure is low.
Common challenges
- Too much experimentation.
- Not enough structure.
The Five Stages
Where does your organization stand with AI?
The Five Stages of the Human + AI Workforce show where you are today and what the next stage asks of you.
What does it measure?
The work itself: how your organization plans, runs, and changes its work with AI.
- 01Exploring
- 02Organizing
- 03Scaling
- 04Designing
- 05Adapting
What each stage looks like.
STAGE 02
Organizing
Essence
Governance begins.
What it looks like
- Leadership alignment improves.
- Patterns emerge.
Common challenges
- Governance uncertainty.
- Role ambiguity.
STAGE 03
Scaling
Essence
Capabilities expand.
What it looks like
- Repeatability develops.
- Learning compounds.
Common challenges
- Inconsistent execution.
- Capability gaps.
STAGE 04
Designing
Essence
Workforce design becomes intentional.
What it looks like
- Change becomes systemic.
Common challenges
- Cross-functional complexity.
- Leadership alignment.
STAGE 05
Adapting
Essence
Continuous workforce evolution becomes a core capability.
What it looks like
- The organization adjusts as AI changes.
Common challenges
- Maintaining momentum.
- Continuous evolution.
Model capability keeps moving under any plan. The reassessment in WorkGraph Compass exists so the org design moves with it, instead of freezing at the version that was true at kickoff.
The free AI Readiness Snapshot shows where you sit on the five stages, surfaces the gaps, and tells you what to do first. Take it again any time to see how you've moved. WorkGraph Compass clients get a regular reassessment.
Want to walk through your results and plan the next stage? Talk to us and we will shape it together.
Where is your organization today?
By design, not by default.