Part 5/13:
- Implementers (18%) – Companies that have integrated AI into production workflows and are reaping tangible benefits.
Challenges Faced at Different Stages
Exploratory Stage: Concerns about data security, organizational readiness, resource availability, and the absence of a comprehensive AI strategy hinder progress.
Transitioning Use Cases: Managing multiple pilot projects across business units requires effective governance, standardization, and alignment with policies.
Scaling and Production: The primary challenges include model lifecycle management, scaling AI solutions enterprise-wide, and ensuring continuous monitoring.