Mairi Bruce

Mairi Bruce

AI Product & Governance

About

AI Product Manager at AutogenAI, focused on building responsible AI products and embedding governance into product development. Experienced in AI research, prompt engineering, product strategy, and delivering user-focused AI solutions from discovery to launch.

Badges

Tastemaker
Tastemaker

Forums

Does anyone actually use the "AI features" in apps that clearly bolted them on last minute?

First post here. Been browsing Product Hunt for a while without an account and finally made one.

I keep noticing apps adding an AI button to something that didn't need one. A calendar app with "AI scheduling." A to-do list with "AI prioritization." A notes app with "AI summaries." Most of the time I poke at it once, it does something vaguely fine, and then I go back to using the app exactly the way I did before. The button just sits there.

I'm not against AI features. Some of them are genuinely good and I use them. But there's a difference between a tool that was built around it and a tool that stuck a chat box on top because it was trendy. From the listing alone, those two look identical.

Curious if anyone else feels this. What's an AI feature you actually use regularly, versus one you tried once and forgot about? And does a listing mentioning AI make you more likely to try something, or less at this point?

View more