Having several AI suppliers does not guarantee freedom to switch. Real resilience depends on knowing which dependencies would prevent the business from moving
The most useful technology may be the least visible, working inside existing workflows to remove friction and return professionals’ attention to what matters
Training created the visible race for compute. For enterprises, the bigger infrastructure challenge begins when inference becomes an everyday, continuous workload.
AI pilots can prove that technology works without proving the business is ready. Moving into production demands far more than a successful demonstration
