Time Series Forecasting Case Studies: AI that Predict Future Trends with Precision

At Xyonix, our sports and entertainment projects demonstrate how AI transforms fan engagement and performance analytics. Explore our real-world case studies, like our AI-Driven Video Summarizer that refines lengthy instructional videos into impactful, concise segments using fine-tuned LLM models; or our Fan Response Parser that deciphers millions of fan messages for top artists like Metallica and Beyoncé. Each project exemplifies our commitment to fusing technical excellence with practical AI solutions that drive measurable improvements in the sports and entertainment industry.

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AI Driven Video Summarizer, A Case Study

AI Driven Video Summarizer

For an extremely rapidly growing startup, we built an AI system that transforms lengthy, often instructional videos into concise, optimized segments. The system cleanses transcripts, then leverages LLM models we fine tuned using training data meticulously annotated by a combination of other LLMs and our human team at Xyonix. It's adept at extracting key topics, generating summaries, easing navigation, and producing short, impactful videos in various formats. Already in public use and benefiting millions daily, this system is a game-changer for educational and instructional content, making complex information more accessible and engaging.

Fan Response Parser, A Case Study

Fan Response Parser

We built a system that helped our client help popular artists like Metallica and Beyonce communicate with their massive fan base by automatically interpreting millions of fan text messages sent to artist’s personal phones. Our parser was capable of accurately recognizing over 70 detailed conversation statements.

Penalty Kick Activity Analyzer, A Case Study

Penalty Kick Activity Analyzer

Can we better an individual goalie’s chances of stopping a penalty kick with advanced AI? Many of us at Xyonix are huge soccer fans. With the recent excitement of the 2019 FIFA Women’s World Cup, and the success of the U.S. Women’s National Team, we got inspired to try and apply advanced AI techniques to soccer. The results helped us work out the kinks in our activity analysis platform.

Running Gait Analyzer, A Case Study

Running Gait Analyzer

Can amateur runners improve their performance using artificial intelligence and nothing more than a smart phone? As an AI practitioner and a dedicated runner, one of our resident data scientists decided to find out. The results led us to building out the activity analysis platform.

Interested in leveraging AI to predict future trends and drive strategic decisions?