
Greenside AI x Foresight
One swing session. Twelve data points. One actionable thought. Designed the connection between launch monitor data and AI swing analysis for Foresight Sports.
Role
Contract Product Designer
Timeline
1 Month
Company
Greenside AI
The Gap Between Data and Understanding
Foresight Sports tracks what the ball does. Greenside AI analyzes why. Launch monitors give you ball speed, spin rate, carry distance, twelve data points per swing, but they don't tell you what you're doing wrong. Pose estimation captures your body mechanics frame by frame, but it doesn't know what those mechanics produce. Nobody had connected the two.
This was a 1-month contract engagement to design that connection. A golfer walks up to the range, picks a club, and hits five swings. Foresight captures the ball data. Greenside's AI tracks their body through each swing using pose estimation. The system correlates both, finds the pattern, and gives them one thing to work on.



From Twelve Data Points to One Thought
A range session generates a lot of numbers. Five swings, twelve data points each. That's sixty measurements before the AI even gets involved. The whole point of this product is to funnel all of that down. Session data becomes a pattern. The pattern reveals a key issue. The key issue traces to a biomechanical cause. The cause becomes one actionable coaching thought.
The progress flow tracks each swing as it's captured, then surfaces the full session results in a table so the golfer can see their numbers. But the table isn't the destination. It's context for what comes next.



Seeing Yourself in the Fix
The key issue screen is where data turns into coaching. It names the problem in plain language, "blading the ball," and bridges to the biomechanical cause. From there, the golfer gets one thought to take back to the range. Not a lesson plan, not a video library. One thing. Below are alternate treatments using either the player image, or a generic 3d model.






Where It Landed
The concept was well received by the Greenside team and validated the core premise: golfers don't need more data, they need less. The "one thought" framework gave the product a clear point of view in a market full of feature-bloated swing analysis tools. The designs were handed off to the internal team for development alongside the Foresight integration.
Time was the defining constraint. One month forced every decision to be deliberate. There was no room to explore features that didn't directly serve the core loop of swing, analyze, learn. That pressure produced a cleaner product than a longer timeline probably would have.