Most AI features never leave
Asif Hameed
Most AI features never leave the demo.
The model is rarely the problem. It's everything around it: messy data, old .NET code nobody wants to touch, and no clear answer to "what does this actually save us?"
On CasePath we skipped the chatbot and aimed AI at one job caseworkers hated: writing case notes.
Result: 90% less documentation time. Supervisor decisions 83% faster. 20% more caseload with zero new hires.
What made it work:
Pick one painful task, not a whole "AI strategy"
Put AI inside the app people already use
Measure hours saved before writing a line of code
If you run a .NET product and AI is on your roadmap, message me. One call and I'll tell you where it'll pay off, and where it won't.
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Posted Sep 28, 2026
Most AI features never leave the demo. The model is rarely the problem. It's everything around it: messy data, old .NET code nobody wants to touch, and no cl...
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