· Amit Kothari · AI
The AI learning path for different roles - why generic training fails
Generic AI training creates expensive failures because everyone gets the same content regardless of their role. Companies achieving adoption success use role-specific learning paths tailored to actual job tasks. Sales, marketing, finance, and operations teams need completely different skills, tools, and progressions to make AI work in their daily work.