One thing I’d be curious about is if the regret usually comes from the AI itself or from adding it before there was a clear customer problem to solve. It seems like AI can be valuable when it removes a real pain point but if it’s added mainly because competitors have it, adoption and ongoing maintenance could become a much bigger burden than expected. I’d also be interested in how teams measure whether an AI feature is actually worth keeping beyond just usage numbers.