What we tend to measure
Traditional training metrics
Necessary. Insufficient. They prove exposure — not readiness.
- CompletionActivity signal
- CertificationActivity signal
- SatisfactionActivity signal
Research in progress
Emerging discipline · Field notes · Diagnostic lens
Activation Design.
What happens in the space between knowing and doing? Activation Design is about the conditions that let people become ready, willing, and able to perform.
Activation Design is an emerging research direction exploring how psychology, Human Performance Technology, experience design, and enterprise enablement intersect. It is not presented as a validated model yet. It is a conceptual synthesis grounded in 15 years of practice and ongoing field observation.
Seven sections · A working notebook
Activation gap · Research zone
01The Activation Problem
Completion is not readiness.
Organizations often treat training like an inoculation. Someone completes a course, passes a quiz, or earns a certificate, and the assumption becomes that they are ready to perform.
But completion is not readiness. Many performance problems are not knowledge problems. They are activation problems.
Activation gapThe conditions between knowing and doing
What actually proves readiness
Activation signals
Emerging indicators that a person can act, adapt, and perform in the real environment.
- ConfidenceBehavior signal
- ApplicationBehavior signal
- ReinforcementBehavior signal
- PerformanceBehavior signal
Observation from the field — still being researched and refined
02Core Question
What conditions need to exist before people can confidently apply what they know?
Activation Design explores the gap between knowing and doing. It asks what prevents people from acting, applying, adapting, and performing in real environments.
03Early Diagnostic Lens
Eight signals we're currently observing in the field.
These signals are still being researched and refined. Treat them as a working diagnostic notebook, not a scoring rubric.
Field reading legendStrongMixedWeakObserving
01 · Signal
Clarity
Do people understand what success looks like?
Field reading · Mixed
02 · Signal
Confidence
Do people believe they can perform?
Field reading · Mixed
03 · Signal
Capability
Can they apply the skill in context?
Field reading · Observing
04 · Signal
Value
Do they believe the effort is worth it?
Field reading · Weak
05 · Signal
Autonomy
Do they have enough agency to engage meaningfully?
Field reading · Mixed
06 · Signal
Reinforcement
Is the environment supporting the behavior after training?
Field reading · Weak
07 · Signal
Friction
What tools, workflows, or processes make performance harder?
Field reading · Strong
08 · Signal
Psychological Safety
Can people ask questions, practice, and make mistakes safely?
Field reading · Observing
04Field Observation
Shared Service Baseline.
A frontline hospitality and gaming environment · Case-style note
In a frontline hospitality and gaming environment, guest satisfaction scores revealed inconsistent service performance across departments. The surface-level solution appeared to be customer service training. The deeper issue was a lack of shared service expectations across the full guest experience ecosystem.
The intervention combined role play, conflict resolution practice, peer storytelling, service standards, cross-department discussion, and manager participation. Experienced employees were invited to act as mentors rather than being treated as beginners, which helped reduce resistance and increase contribution.
The observed result was stronger cross-department collaboration, improved confidence, and a meaningful increase in guest satisfaction indicators.
Ecosystem map · Field sketch
Food & Beverage
Table Games
Slots
Cage Operations
Player Development
Guest Services
Managers
Seven departments · One continuous journey
05Emerging Principles
Working assumptions, still being tested.
Notebook entries · Not proprietary methodology
On measurement01
Training is not proof of readiness.
Completion says a person was there. It doesn't say they can perform when the environment gets messy.
Working assumption · Being tested
On feedback02
Satisfaction is not evidence of performance impact.
People can love a session and still not change what they do on Monday morning.
Working assumption · Being tested
On silence03
Silence is not the same as understanding.
Absence of questions often reveals psychological safety gaps, not clarity.
Working assumption · Being tested
On practice04
Practice should create safe discomfort before real consequences arrive.
Reps carry pressure into a call because they've felt a version of it in rehearsal.
Working assumption · Being tested
On tools05
People don't abandon familiar workflows because a better tool exists.
They abandon them when the new path is easier, safer, and reinforced by the people around them.
Working assumption · Being tested
On workarounds06
Workarounds are signals that the designed workflow may not match the lived workflow.
Treat them as diagnostic data, not deviance.
Working assumption · Being tested
On co-design07
Activation requires designing with the people closest to the work — not only for them.
The people doing the work already know most of the friction. The design job is to surface it.
Working assumption · Being tested
06Connection to Performance Intelligence
Beyond completion data.
Activation Design also informs future work around performance intelligence. If organizations want to understand readiness, they need more than completion data.
They need signals that reveal where confidence, clarity, reinforcement, workflow fit, and value are breaking down — before performance suffers.
From
Completion data
To
Activation signals
Shift from measuring exposure to measuring the conditions that predict performance.
Bridge · 01From
Training activity
To
Performance intelligence
Shift from tracking what was delivered to sensing where confidence and clarity break down.
Bridge · 02Status · Research note
A working notebook, not a finished framework.
This work is currently in progress. The next phase is to organize field observations, connect them to established research in psychology and Human Performance Technology, and develop a practical diagnostic model for enterprise enablement.
Adjacent worlds
Continue exploring
Quiet doorways into the rest of the world.
