Alex Wormuth

Transition - AI coach to help you train smarter and race faster

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Eliminate guesswork and race faster with training that adapts to you. Whether you're preparing for a sprint triathlon, 5k, Ironman, or marathon, Transition delivers adaptive swim, bike, run, and strength workouts designed to improve endurance, power, and race performance.

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Alex Wormuth

Hey Product Hunt!

I'm Alex, the founder of Transition.

As an Ironman triathlete and software engineer, I experienced firsthand the challenges of balancing intense training with a busy life. Traditional training plans were too generic, coaching was expensive, and existing apps just tracked data without actually helping me train smarter.

That's why I built Transition - to help athletes train smarter and achieve their goals without having to make complex training decisions.

Our mission is to democratize access to world-class coaching through AI, making personalized, science-based training available to every athlete. Your support means the world to me.

Carissa Harper

Am able to customize my schedule with the coach? I have a busy schedule that changes daily so I need to have flexibility.

Alex Wormuth

@carissa_harper Yes absolutely. We designed Transition with busy athletes in mind. You can input your schedule, travel plans, upcoming races, and any other workout preferences, and the coach will adapt your training automatically.

Also, if something happens on a particular day (e.g. bad weather, pool is closed, etc.), just message the coach and your workouts will adjust automatically!

Chris McQueen

@carissa_harper I do this all the time with transition and it works great. Being able to adjust my schedule by just telling me the coach what I'm I've got going that week has been awesome

Hideya
Love being able to set multiple races of different types (olympic tri, 2 marathons, century gran fondo). Only app on the market with the set of features I need. Dynamic plans 2 weeks ahead, AI coach, different kinds of customization (including HRZs), plus strength training. Works wonders if paired with a garmin watch! Alex has also been very responsive to suggestions - I wouldn't hesitate to reach out if you have a feature request. Best of luck, Alex, and to the transition team!
Alex Wormuth

@hideya2026 Thank you Hideya! Your feedback has been incredibly helpful, especially your feedback on heart rate zones!

Curious Kitty
Your feature set includes AI video analysis (swim/bike/run) and photo-based protein logging—two areas where users are skeptical of accuracy. How do you evaluate correctness, and what’s the UX fallback when the model is uncertain so athletes don’t lose confidence?
Alex Wormuth

@curiouskitty Great questions. I feel a strong responsibility to make sure Transition gives athletes high-quality, evidence-based feedback.

1. AI video analysis is split into multiple phases, rather than a single "one-shot" analysis. We leverage pose detection to extract measurable biomechanics, which is well studied and developed. We then layer an LLM on top for more detailed analysis, which we've built an evaluation framework around.

2. For photo-based logging, we've seen steady accuracy improvements simply by updating to newer LLMs. That said, we do provide users a fallback to manually edit macronutrients or use nutrition labels / barcodes.

More generally, we act on every piece of user feedback and root every decision we make in data. The technology is advancing quickly, so rapid iteration with guardrails and taking user feedback seriously are the best ways for us to improve.

Quinn Wageman

Love it, very flexible and adaptive to my day-to-day, real-world training. It's simple to use and engaging in an AI-forward manner, for those who are frequently using the various engines. If something changes in your routine, tell it to adjust. It's easy to send workouts to my Garmin and Rouvy, covering the disciplines perfectly for my workouts. I also love that it has integrated tools to analye your swim, bike and run form by uploading pics/videos. Features are rolling out frequently and Alex has been super responsive to requests. I've tried Garmin Connect, Training Peaks, TriDot... all too involved and rigid, ultimately landing on Transition as a paid subscriber for several months now. Keep up the good work!

Alex Wormuth

@quinnwageman Thanks Quinn! Your support means a lot. Glad to hear you're enjoying the app. I'll be working hard to keep improving the app every week!