
Published Jan 11, 2021 · Updated May 6, 2026
Use Zwift custom workouts to grow your FTP with a data-driven, personalized Zwift custom training plan from AI Endurance.
Edit, May 2026: You no longer need any of the manual steps below. Just connect Zwift on the AI Endurance Apps page and your scheduled cycling workout for the day will automatically appear in the Zwift, ready to launch on your trainer. Anything you change in AI Endurance (swapping a workout, moving it to a different day, skipping it) is reflected in Zwift within seconds. The instructions below describing the manual .zwo download and the Documents\Zwift\Workouts\ folder are kept for historical reference only.
You can now execute your AI Endurance workouts as Zwift custom workouts by following these simple steps:
In case you are updating your training plan make sure to delete all AI Endurance .zwo files from your old plan in the workout folder prior to uploading your new workouts. Don't delete the file workouts.files as it is Zwift's way of keeping track which workouts were deleted.
For more information on how to use custom workouts in Zwift, see What's on Zwift.

That's it, now you can execute your AI Endurance rides as a Zwift custom workouts training plan.
See also our Zwift running workouts.
You can also get a taste of some our workouts under
AI Endurance is based on the observation that an optimal training routine can be very different for each individual. That's why one-size-fits all training plans often don't yield the expected results.
With AI Endurance you get truly personalized, data-driven training based on your accumulated historic power data. Our machine learning algorithm is like a 'digital twin' that represents how you respond to different training routines. This allows us to
For your optimized, personalized training plan we take into account
You can always make adjustments to your training plan when real life gets in the way.
Sign up today and get your own personalized training plan to reach your goal FTP!

AI Endurance is a data-driven training platform. In order to maximally benefit from the training and have the program be most personalized to you, you'll want the best possible data to flow into the platform. Here's a few recommendations on how to achieve this.

Daily readiness to train is affected by many factors including sleep, illness and training load. Heart rate variability (HRV) readiness to train metrics typically rely on measurements taken immediately upon waking in the morning. We introduce an HRV readiness to train and a durability metric based on DFA alpha 1 (a1) measurements taken during exercise. These new metrics provide additional insights and do not require you to measure HRV upon waking.

by Markus Rummel. Respiration frequency (RF) is one of the more underused metrics in endurance training. Power, pace and heart rate usually dominate the conversation, but breathing rate adds something different. It responds quickly to changing workload, tracks perceived exertion well, and sits close to the physiology around ventilatory thresholds [1].

by Markus Rummel. Coaching endurance athletes well takes time. Reviewing data, adjusting plans, responding to how each athlete is recovering and progressing: there is a limit to how many athletes you can closely monitor before the quality of attention starts to drop.