Seems very similar to Camio (https://camio.com/) but targeted at the consumer space. I like the clever wrapping of object recognition and motion detection into real world actions- "dog getting on couch". I think this can do well in the consumer space.

It's hard to bring this technology to enterprise because there are already large companies offering similar video analytics capabilities combined with complete video management solutions. See Axis, Briefcam, Milestone, Gorilla, Agent Vi. And a lot of the VMS first companies have integrations with a spread of analytics companies. You really don't want to spend your dev time creating yet another VMS. Work on being able to integrate easily with others.

One huge advantage I see with you guys is that you can do everything in the cloud. Most of the industry analytics companies require dedicated hardware or servers with GPUs. But, these companies are targeting large installations- 100s-1000s of cameras across multiple sites. Your technology might work great for 1-2 residential cameras, but I'm not sure how much it can scale to industry.

Best of luck, anyways! I like the concept.