This project focuses on the TNR (Trap Neuter Return) process. TNR is the process of trapping feral cats to neuter or spay them to prevent them from reproducing and increasing their populations further. Through our research, both primary and secondary, we were able to see the benefits of high-intensity TNR. We also saw in our primary research that the current way it is conducted was highly rooted in analog methods. Even purchasing an automated trap was extraordinarily expensive and almost unheard of. We wanted to create a system for our users so that they could easily plan and log their TNR process. In order to do this we needed to address the main pain point in the process; the trap. Many users cited that they made modifications to the existing traps for the cats’ comfort. Additionally, they recounted their fears of cats being harmed in the trapping process. Current traps do not account for tails and paws that may not be all the way in the trap, so they can get caught between the metal. Our system consists of a completely reimagined AI enabled trap, DIY kit, and a companion app. Feature 1- Trap Designed with the caretaker and cat’s best interest in mind, the catCove trap incorporates a smart camera in a comfortable environment for cats. The trap features 2 drawers; one for food bowls and one for accessing the pad for cleaning. The top cover also folds off to reveal a wire under-cage which is preferred by vets. Feature 2- App The mobile app automates tracking, logging, trapping, and organizing with TNR groups. The catCove app wirelessly connects to the partner trap or trap attachment that the caretaker has. This allows the trap to notify the caretaker of any cats that are identified and if they are in need of any special care. Additionally, any cats that are captured by the trap are automatically added to a log for that colony. Caretakers can also work with teams and assign catCove equipment to members through the app. Feature 3- DIY Kit For the caretakers that already have their own traps, the DIY Kit alternative allows them to have access to the same AI features and mobile app as the full trap. While the main feature here is the smart camera, caretakers can choose to bundle the camera with cat-safe food bowls and a waterproof pad for their own traps.