This was a genuinely useful read, especially the part about learning AI on ServiceNow through practical workflows instead of only focusing on certifications. A lot of teams I’ve seen at companies like ValueCoders, ScienceSoft, and Cyntexa are also moving toward more hands-on AI automation and workflow experimentation internally. The ecosystem is definitely shifting fast, and content like this makes the learning curve feel much more approachable.