Dimension 02 of 04
Organizational Culture
Tools don't transform organizations. People do.
Organizational Culture measures whether your workforce is ready to adopt AI — from literacy and trust to a safe-to-experiment environment and the talent to execute.
What we measure
Workforce AI literacy
Employees across functions understand what AI can and can't do, and where it applies to their work.
Change readiness
A safe-to-experiment culture where adoption is encouraged and failure is a learning, not a liability.
Talent & skills
AI expertise embedded across teams — not isolated in a single data group.
Why it matters
Even the best technology stalls without buy-in. Organizations that win at AI invest in their people first: building literacy, normalizing experimentation, and embedding expertise where the work actually happens. When adoption is celebrated and supported, AI stops being a tool the IT team bought and becomes how the company works.
Maturity signals
Signs of strength
- AI literacy programs reaching non-technical teams
- Psychological safety to experiment and share failures
- Embedded AI expertise across business functions
- Adoption celebrated and reinforced by leadership
Watch out for
- Skepticism or fear toward AI in the workforce
- Curiosity with no clear path to apply it
- A single isolated data team holding all expertise
- Experiments quietly abandoned after early setbacks
Experts in this dimension
Practitioners who specialize in organizational culture and can help you close the gaps.
See how your organization scores on organizational culture.