Memory AI - Fully automatic time tracking powered by deep learning

@matmik Huge props to having the vision and perseverance to see it through years later!

@codyfitzpatrick thanks man, really appreciate that! I guess it's being stubborn 😅

@vladkorobov indeed it can! Using neural nets 😃 In the beginning the project prediction is simple because we don't have too much data from you as a user, so it uses Natural Language Processing (NLP) and other techniques to predict. But over time you basically get your own model that works really well and is extremely accurate :)

@vladkorobov @matmik fascinating use case for ML - given that you've built a pretty deep moat (search "buffet moat" if you don't know what I'm referring to) around your product, in the form of a killer UI and fast performance, would you feel comfortable sharing more details of the ML implementation? Building custom neural nets for each user (and since you term them deep-learning/ai, I assume they have many layers) on the fly is not a trivial task - I'm guessing you and your team learned some very interesting lessons along the way. Some well written explanatory articles could get a lot of shares from the data science community and I don't think it would risk any serious competition due to the aforementioned moat.

Hi Filiz, The algorithm will eventually learn what you consider "work" and "not work", and in our initial tests it does a pretty good job at that (given that it has enough data to learn from). You could also turn off the Memory tracker app when you're done working for the day. That way it won't record any activities.

@suriteka Happy to hear it! 👏

@suriteka very cool

Thanks for the help to test it out! The updated project prediction model you see in the video is coming to your account very shortly! 🙏🏻😃

@stoweboyd Please try it out and let us know what you think! ;)

@golear This is e-x-a-c-t-l-y what we are aiming for, to completely eliminate manual time-tracking. Let us know what you think once you get the chance to try it out :)

@just_s, we're happy to see you back again! Shout out to our support if you have any questions! And once you've tried out Memory AI, let us know what you think. :)

@just_s Hehe, awesome to see some old users again, and especially sub-domain users 😍 that was a long time ago and fun to reminisce about. Thanks for commenting!

@igoruphere Timely is free for 14-days during your trial period, whether you're using the Memory AI Beta or not. If you're very interested in the product, we can always extend the time. We haven't made any decision to change the pricing atm.

@andasomodea Thanks, gotcha!