AI Motorsports Video Analysis. Find the Tenths Telemetry Misses.

For Racing Teams, Broadcasters, and Sim Tech. We build custom Computer Vision Engines that analyze pit stop efficiency, racing lines, and overtakes in real-time—fusing visual data with telemetry for total track dominance.

Why Data Alone Isn't Enough.

Telemetry tells you what the car did (speed, RPM, brake pressure). It doesn't tell you why. Relying solely on sensors leaves millions of dollars in performance on the table:

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Automated Pit Stop Analytics

For race teams. We track the skeletal movement of every crew member (Gunner, Jack, Tire Carrier). Our AI identifies "Sync Errors" and "Reaction Delays" to shave milliseconds off the stop.

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Racing Line & Overtake Logic

For driver coaching. We overlay the "Ideal Line" vs. "Actual Line" on onboard video automatically. Our engine detects understeer/oversteer visually, correlating it with tire wear data.

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Broadcast & Fan Engagement

For media rights holders. Generate "F1-Style" graphics for any series. Auto-detect overtakes, crashes, and "Close Calls" to create instant replays and social media clips.

Solutions for the Paddock.

From the Pit Wall to the Broadcast Truck.

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Mobile Coaching Apps (B2C)

We build the "AI Coach" inside your mobile app. Users record a swing or serve, and our On-Device AI (CoreML/TensorFlow Lite) provides instant biomechanical feedback—no cloud cost required.

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Automated Broadcast Overlays

Engage fans with "Tony Stark-style" visualizations. We generate live trajectory, speed, and player ID overlays that integrate directly into broadcast feeds for Cricket, Football, and Tennis.

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Scouting & Fantasy Data Feeds

Moneyball, automated. We extract structured data (speed, spin rate, field position) from video feeds to power betting algorithms, fantasy leagues, and professional scouting platforms.

Our architecture for processing high-speed sports data.

How We Engineer Victory

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Step 1: Multi-Source Ingestion

We ingest data from any source: 4K broadcast cameras, RTMP streams, or simple smartphone uploads from users.

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Step 2: Custom Pose Estimation

We fine-tune models (like YOLOv8 or MediaPipe) to track specific skeletal joints relevant to your sport (e.g., shoulder rotation in Baseball or wrist snap in Cricket).

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Step 3: The "Rule Engine" Layer

Raw coordinates are converted into the game context. (e.g., Coordinate X, Y crossing Line Z becomes "Out of Bounds" or "Goal").

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Step 4: Low-Latency Deployment

We deploy to the Edge (Stadium Server) for broadcast or Mobile (On-Device) for consumer apps to ensure instant feedback.

Our Tech Stack

Tech-stack
Folio3.ai leverages the world’s most powerful AI frameworks, models, and acceleration platforms to build secure, scalable, and production-ready AI solutions. Our expertise spans generative AI, deep learning, MLOps, and high-performance inference.

Customer Story

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An image of a "Strike Zone" plot overlaying a catcher's mitt.

We wanted to build an affordable alternative to Rapsodo for high school teams. Folio3 engineered a mobile-first computer vision pipeline that delivers 95% of the data accuracy at 1% of the hardware cost." — Founder, Baseball Tech Startup (USA).
FAQ SECTION

Frequently asked questions

Yes. Our models are adaptable. We work with Sim Racing platforms (iRacing/Assetto Corsa) to build "AI Race Engineers" that coach players, as well as grassroots Karting leagues.
Yes. In motorsports, data is the secret weapon. We build Proprietary IP for your team. Your data never trains a competitor's model.
No. We can work with GoPro footage, broadcast feeds, or specialized high-speed industrial cameras, depending on your budget and latency requirements.
Yes. We train models to recognize the white lines and curbs, automatically flagging "Track Limit Violations" for race control or driver feedback.

Ready to Find More Pace?

Whether you run a race team or a sim racing startup, we have the engineering team to execute.

Contact

Let's get in touch

Fill the form below or Contact us at +1 408 365-4638 / email us via contact@folio3.ai

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  • 22+ Years

    of Experience In the AI Domain

  • 950+ Projects

    Delivered Worldwide

  • 99%

    Client Satisfaction

  • Est. 1995

    Founded

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Contact Info

+1 408 365-4638
contact@folio3.ai

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6701 Koll Center Parkway, #250 Pleasanton, CA 94566