Knowledge Base

Core Concepts

Key frameworks and mental models for understanding AI adoption in organizations. These concepts form the foundation of Alex Myers' advisory approach.

The Accountability Gap

The space between AI outputs and business results. Where AI adoption stalls because no one owns the outcome.

• 72% cite workflow redesign as top barrier

• 67% pilot-only failure rate

• 14 weeks avg. to 80% adoption

Address human barriers to AI adoption before technical ones. Uses data-driven profiling to identify the 5% who naturally embrace uncertainty.

• 5% are Results Thinkers

• 3x faster adoption

• 72% cite people, not tech

The top 5% who ask "What outcome do I need?" instead of "What can AI do?" Your highest-leverage asset for driving organizational change.

• 5% drive disproportionate success

• 15-20 hours/week reclaimed

• Model behavior for peers

Book a free strategy call to discuss how these frameworks apply to your organization.