What we believe
AI belongs in the foundation of how the company operates. When it is treated as a side feature, it stays fragmented.
How it works
- • Assign one accountable owner for AI outcomes across teams.
- • Use shared definitions for customers, pipeline stages, and priorities.
- • Review AI performance, quality, and risk as part of regular operations.
Why it matters
- • Investment becomes strategic instead of experimental.
- • Accountability is clear when results improve or decline.
- • AI adoption strengthens resilience instead of adding complexity.