I have not had any issues with the unit and love the AI features. I feel that it can definitely be improved upon by linking the notifications to smart home devices like Alexa. Having said that, the AI features for crying and rollover detection are very nicely done. The photo roll is also a nice have for parents who want to catch their bubs in action but may not be available at all times. The night vision and clarity is amazing.