Question Page

How do you decide which problems are truly worth solving with AI versus traditional software approaches?

Puja Hait
Google Group Product Manager4mo
My litmus test are the following:1) Can AI do this better - not just the first time but over time? If yes, then its worth the initial investment of training for quality, ...
...Read More
1806 Views
Derek Ferguson
GitLab Group Product Manager4mo
That’s a great question. I’ve seen a lot of people and companies building AI features simply to have AI features and say they are “AI powered”. That’s a losing strategy. ...
...Read More
346 Views
Ruchi Aggarwal
Former BILL Director, Product Management - Payments5mo
I use a simple filter: if the problem is deterministic, rules-based, and predictable, traditional software is better. AI shines when there’s lots of data, high variabilit...
...Read More
547 Views
Subu Baskaran
Splunk Director of Product Management4mo
In B2B environments, AI can dramatically simplify complex workflows—whether through chat-based interfaces, dynamic wizards, or fully contextual recommendations. But conte...
...Read More
384 Views