/ Home

Case Study: Advanced Weapon Classification with Machine Learning for a North American Gaming Company

Client: North American Gaming Company
Year: 2019
Industry: Gaming
Services Provided: Machine Learning, Weapon Classification

Problem

The gaming company needed a specialized machine learning solution for accurate weapon classification within their app, but lacked an in-house ML team to develop and implement it. This gap limited their ability to improve player experience, especially around events and seasonal content.

Solution

In 2019, Kact provided an end-to-end machine learning solution to address this need:

  1. Cutting-Edge Weapon Classification ML Model: We developed a custom ML model that effectively classified in-game weapons, enhancing gameplay dynamics and overall user experience.

  2. Increased Audience Engagement: The classification feature allowed the gaming app to capture audience interest during specific events, leading to greater engagement on key occasions.

  3. Boosted Seasonal Revenue: By improving the gaming experience around special events, our ML solution contributed to a notable increase in seasonal revenue.

Client Testimonial

“The expertise and dedication Kact brought to our project were invaluable. Their machine learning solution for weapon classification was a game-changer for us, enabling us to elevate our app’s appeal and significantly boost user engagement. Kact’s support played a major role in our seasonal success, and we couldn’t be more appreciative.”

— Gaming Company Representative