Scattered video
Clips live in camera rolls, texts, team chats, and lesson threads instead of one player history.
Built first for baseball. Designed for every athlete.
Stop Guessing. Start Tracking Development.
Video-based development tracking, assisted by AI, so families and coaches can see what is changing over time. Stop letting progress disappear into camera rolls, group chats, and memory.
For families, private instructors, travel coaches, and teams that want a clearer player-development record.
Swing clip
Player timeline
Updated today
Development snapshot
Load timing
Improving
Barrel path
Needs focus
Balance at contact
Stable
The development problem
Most families are investing in development without a clear way to see what is changing.
Lessons, practices, camps, cages, games, and travel seasons all create moments that might matter. But by the time a parent asks whether the work is paying off, the evidence is usually scattered across phone videos, coach comments, memory, and opinion.
Too much guessing
Parents and players are left comparing memory against comments from different weeks, coaches, and settings.
No long view
A good swing on Tuesday matters, but development needs a record of what changed over months and seasons.
The PlayerLens approach
A development timeline, not another one-off swing analyzer.
PlayerLens is built around the idea that every swing, session, note, and season can become part of a measurable player history. AI analysis helps organize what happened. The timeline helps everyone see whether the athlete is actually improving.
Normal phone video is enough to start.
No expensive cameras, sensors, or complicated setup. PlayerLens is being built for the way families and coaches already capture practice.
Player profile
Baseball beta
Mason G. / 12U
Lesson video added
Early hand drift flagged. Coach note attached for tee-work focus.
Progress comparison
Load timing improved across three sessions. Barrel path still inconsistent.
Next focus set
Short list of practice priorities shared with parent and instructor.
How it works
A simple loop for turning video into development history.
Capture video
Record a swing, lesson, practice rep, or game clip with a normal phone.
Analyze development
Use AI-assisted review to organize what changed and what needs focus.
Track changes over time
Build a player timeline that shows progress across weeks, months, and seasons.
Share progress
Give parents and coaches the same context for the next practice conversation.
Early users shape the product
Help build the development record athletes actually need.
Join the waitlist to get founding-user updates and priority access as baseball swing-analysis tools roll out.
What PlayerLens helps answer
Clearer questions lead to better development conversations.
Features and roadmap
Starting focused, with the foundation for a broader development platform.
The first PlayerLens experience centers on baseball swing analysis and a player record that can grow over time. The roadmap expands from analysis into shared feedback, reports, libraries, and team workflows.
First release focus
- AI swing analysis
- Video upload
- Player profile
- Development notes
- Waitlist access
Coming soon
- Progress timelines
- Coach feedback
- Throwing and pitching analysis
- Development reports
- Team dashboards
- Mobile-friendly player library
Analysis evidence
Video becomes more useful when it is tied to checkpoints.
PlayerLens starts with swing movement, visual feedback, and practical notes that make the next practice easier to understand.
Development follow-up
Analysis should point to the next focus, not just a score.
Scores, notes, and priorities help parents, players, and coaches connect a review to what happens between sessions.
Who it is for
Built for the people around the athlete.
Parents
Understand whether the investment in lessons, practices, camps, and reps is leading somewhere.
Players
See what is changing and build a clearer connection between work, feedback, and growth.
Private instructors
Give families follow-up context without rebuilding the same explanation every week.
Coaches
Track focus areas across practices, games, lessons, and player conversations.
Teams and organizations
Create a shared development record for players instead of losing context from season to season.
Founder vision
Built from the parent side of player development.
PlayerLens is being built by a parent who wanted a better way to understand player growth. Not a replacement for coaching, and not a promise that one upload can explain everything. The goal is more practical: capture the work, organize the feedback, and help families and coaches make better development decisions over time.
Early access
Join the Founding PlayerLens Waitlist
We are onboarding early users in small batches as the baseball swing-analysis tools become ready for feedback.
- Early access
- Help shape features
- Founding-user updates
- Priority access as new tools launch
FAQ
Questions parents and coaches usually ask first.
Is PlayerLens only for baseball?
PlayerLens is starting with baseball swing analysis because it is a focused place to build useful video feedback. The platform is designed to expand into more athlete development workflows over time.
Do I need expensive camera equipment?
No. The goal is to work with normal phone video so families and coaches can capture useful development history without building a lab around every session.
Is this replacing a coach?
No. PlayerLens is meant to support coaches and instructors by keeping better records, clearer context, and more consistent follow-up between sessions.
When will it launch?
PlayerLens is onboarding early users in small batches as the first baseball swing-analysis tools become ready for feedback.
What happens when I join the waitlist?
You will receive founding-user updates, early access opportunities, and priority access as new tools launch.