The situation
Coaches and practitioners aren't short of content.
They have research, courses, frameworks, books, podcasts. Best practice is published, critiqued, republished, critiqued again. The problem has never been lack of information. The problem is what to do with it.
Different practitioners apply the same research in different ways. The same finding gets cited to justify contradicting approaches. Athletes and coaches end up in the middle of conflicting interpretations, and the volume makes decisions harder rather than easier.
Most content teaches what to know. What's missing is what to do when you're standing on the pool deck, the erg, the gym floor with a problem in front of you.
The work
I've built two education platforms around the same principle: define the problem properly before you try to solve it. Science of Rowing is literature reviews for rowing coaches and athletes. Athletic Shoulder is courses for practitioners working with shoulder problems in sport.
Both are organised around the same three questions:
What is the problem? What is the intended adaptation? What is the best way to achieve it in this context?
On Science of Rowing, one review covers stroke rate and power. The common assumption going in was that raising rate would raise speed if fitness kept up. Working through real examples, that broke down. Athletes raised rate without improving force application. They were moving faster but producing less effective work.
So the question had to change. Not "how do we increase rate?" but "how do we maintain force as rate rises?" Once the question changed, the training decisions followed. Strength work linked directly to stroke-phase force production. Erg work built for maintaining length and force under rate pressure. Monitoring moved from what output was produced to how it was produced.
Athletic Shoulder surfaces the same pattern in a different domain. An athlete presents with pain during pressing and overhead work. The default response is more variation. Reduce load, add mobility, add stability, swap exercises. Working through the real case, a different pattern shows up. The athlete can produce force. What they can't do is tolerate it repeatedly. The problem isn't strength. It's capacity over time.
Once that's the problem, the decision is different. Manage and progress load tolerance. Align training with what the shoulder actually has to handle in sport. Stop cycling through exercises.
The turning point for both platforms was the same. More content wasn't helping. The resources that already existed had all the information a coach or practitioner could want. What was missing was a way to move from content to context. From knowing things to applying them in front of a specific athlete, on a specific day, with a specific problem.
That's what these platforms are built for. Frameworks that turn real situations into defined problems, and defined problems into decisions.
What changed
Coaches stopped defaulting to generic sessions and started working from defined problems. Practitioners stopped cycling through exercises and started progressing from clear intent.
Athletes started understanding why they were doing specific work, not just what. That changed their engagement with training. Less passive compliance, more shared ownership of the problem.
Staff in the same environment began describing the same issue in the same way, because they shared a way of framing problems that held up under pressure.
The platforms turn what people already know into usable decisions at the point the decision has to be made.