Organization
AI talent strategy, Center of Excellence, change management, cross-functional squads, and cultural adoption.
Is there a dedicated AI/ML team with clear roles (Data Scientists, ML Engineers, etc.)?
Does your organization have an AI Center of Excellence (CoE) or equivalent?
Are AI literacy training programs available to non-technical staff?
Is there a formal change management process for AI adoption?
Are cross-functional AI project teams (business + tech) standard practice?
Is there an established process for business stakeholders to submit AI use case ideas?
Does leadership visibly champion AI adoption and transformation?
Is there a formal AI ethics policy understood by all employees?
Does your performance management system include AI skills and contributions?
Are AI project methodologies (agile, lean AI) defined and used?
Is there a process for capturing and sharing AI learnings across the organization?
Are external AI partnerships (academia, vendors, startups) actively managed?