We have some exciting enhancements to make your Timely experience even better! This month we're bringing you big improvments to AI, lots of quality-of-life improvements, plus we've squashed quite a few bugs to keep everything running smoothly. Here's what's new:

New: Greatly Improved AI Timesheet Suggestions 

 We've improved AI timesheet suggestions based on your feedback. Previously, the AI focused on underlying memory details, leading to fragmented and unintuitive suggestions. Now, it learns from your timeline as you see it, prioritizing dominant activities for more accurate predictions. These updates apply automatically in the memory timeline beta.

 – a big thank you to everyone who has sent us feedback! The key takeaway from the feedback we received, is that the AI's suggestions weren't intuitive and accurate enough.

To illustrate, let's look at a real example from our Senior AI Engineer, Amir;

In the screenshot below, our AI engineer used PyCharm twice — first from 11:05 to 11:30, then from 11:40 onward. Both sessions were for the same project ("Timely AI Agent"), but the AI suggestion (yellow with stripes) seemingly doesn't recognize this and suggests logging only parts of the work sessions. This is because, until now, the AI has considered the underlying memories of each 

it breaks expectations and makes it look inaccurate. 

We put our heads together and thought up some ways to fix this. With this improvement, the AI model now sees and learns from your timeline 

. Instead of analyzing all the noisy individual activities within each group, it focuses on the dominant group activity visible in your timeline, resulting in more accurate predictions that match your preferred way of organizing work. 

Below you can see how the improved AI suggestion now covers both work sessions:

The update will take effect automatically after logging your next time entry. Note that these improvements are only available in the 

We think that this will be a massive improvement to the utility of the AI timesheet suggestions. Please let us know what you think by submitting your feedback!

Timely changelog

February 2025: All about AI