Sports Platforms
AI for the Game.
Purpose-built analytics platforms that turn raw sports data into decision-grade intelligence.
PitchLab
AI-Powered Baseball Analytics
“Pitch-level intelligence.”
What is PitchLab?
PitchLab is a predictive analytics platform designed for baseball professionals. It leverages machine learning and artificial intelligence to analyze pitch-level data at a depth that traditional scouting tools can’t reach.
Built on a stack of Next.js, FastAPI, scikit-learn, XGBoost, and Claude AI, PitchLab delivers fatigue-adjusted stuff assessments, a “Mirage Index” for deception analysis, exposure half-life calculations, and defense-coupled planning — all in one platform.
Visit pitchlab.ai18 Machine Learning Models
Built on Statcast data — covering trajectory physics, deception metrics, and real-time game strategy.
40+ Pitch Features
Comprehensive analysis per pitch type, from spin and velocity to release point and movement profiles.
Full Statcast Coverage
Historical data from 2015 through 2025, giving analysts the longest continuous window available.
2,000+ Custom Combinations
Flexible analytical options including fatigue-adjusted stuff, the Mirage Index, and defense-coupled planning.
Proven in Production
Verified where it counts.
The methodology behind these platforms has been tested in public and inside professional clubhouses for nearly two decades — not in a slide deck.
A custom in-game tool built for the Oakland Athletics’ first-base coach — used live in the clubhouse across a 162-game season. Not a slide deck; a working build inside a Major League clubhouse.
Ranked among the five most accurate forecasters on FantasyPros — ahead of ESPN, NFL.com, and CBS Sports — proving the ML methodology under public scrutiny for nearly two decades.
The same methodology now runs inside professional front offices across the NFL, NBA, and MLB — decision support on the systems teams already trust.
The Platforms
Live, in the wild.
A family of shipping products — from the fantasy model that started it all to the decision layer now running in front offices.
Want to Go Deeper?
Get in touch to see the platforms in action, walk through the models, and scope a deployment for your organization.
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