@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 😅

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! 🙏🏻😃

@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! 👏

@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.

@lasha_kakhidze That's the best possible compliment, as our founder Mathias is a designer :D

@kydyzyx thank you! :)

@cppgohan totally understandable if price is an issue. We are going to rethink the pricing at some point, so please keep an eye on us. There is a free 14-day trial period if you wanna play with the AI though ;)

@uelsimon your timing couldn't be better :D (I'm pretty partial to puns myself :D) Would love to hear your feedback about Memory AI :)

@raeve That's what we hope too :)

@chandika Awesome! 👏

@kestasvv Unfortunately not :/ That's kind of the other side of the coin when it comes to time tracking.

@goldman_artem Looking forward to your feedback :)

@cozysd that's exactly what you can do in Timely though. Check it out here: https://timelyapp.com/ Memory AI lives inside of that app, which is a direct competitor to Harvest :)

@matmik Well… damn! This is impressive, I think. It's like Toggl and Forecast had a baby that was raised by a talented designer. Once I get the notification that Memory AI is available, I'll start a trial. Thanks! EDIT: Oh! The price… hoo boy, $21 _per user_… now I see why it looks so good.

@cozysd "getting that time data OUT of whatever app generates it" what do you mean by that? You mean you want to figure out the appname of the time block?

@cppgohan No, I mean getting the tracked time out of Timely (or Harvest, or Toggl, or…) and turn it into invoices, reports, burndown charts, resourcing forecasts, etc. Yaknow?

@cozysd RescuteTime can export CSV file or use there api. to create invoice or other things, look like you will make your own stuff. I think it is hard to do it, because RescueTime is focus on personal time track, not on project or task or job.. like harvest or toggl do.

Thanks for the rec :) The model will improve as is gets more data from your usage and personalise its suggestions.