A Human-Centered Approach to AI Adoption
The 6E Framework
The Why What separates organizations that realize real AI value from those that don’t isn’t the technology they choose. It’s how intentionally they bring their people into the process. The 6E Framework gives HR leaders and organizational leaders a practical sequence for activating their experienced workforce. The framework builds trust, develops capability, and creates the conditions for AI to do its best work.
Each “E” represents a stage in a progression. It’s not a checklist to complete in a single meeting. The framework is designed to be sequential because the stages build on each other. Trust precedes capability, capability precedes experimentation, and experimentation precedes the kind of deep integration that produces lasting organizational value. Skipping stages only produces the resistance and stalled adoption you are trying to avoid.
E1 | Explain
Before asking anyone to change how they work, give them an honest account of why.
E2 | Engage
Move from informing to involving. Engagement means actively soliciting your experienced workforce.
Implement E1 & E2
The most important step: building the conditions for trust before asking people to change.
E3 | Equip
Give people the knowledge, tools, and time to develop genuine capability, not just awareness.
E4 | Experiment
Create structured, low-stakes opportunities for workers to try AI in their actual work without performance expectations attached.
Implement E3 & E4
Once trust is established, the next challenge is getting people to actually try — without making the stakes feel too high.
E5 | Expand
Translate individual experiments into team- and function-level transformation.
E6 | Empower
Give experienced workers protected time and a structured prompt to do something most organizations skip entirely.
Implement E5 & E6
Individual experimentation becomes organizational transformation, and experienced workers start shaping your AI strategy.