AI hype is loud. Value is quieter.
Start with the job to be done
Don't add AI because you can. Add it where it removes real friction.
Keep humans in the loop
The best AI features augment judgment, they don't replace it.
Measure outcomes, not novelty
If it doesn't move a metric, it's a demo, not a feature.