Sensor-Based Behavioral
Game Analytics
Quago Gives Deeper Insights by Analysing Exclusive Data
By examining data from touch metrics, accelerometers, gyroscopes, device tilts and more, Quago uncovers patterns that reveal precise player behaviors and motivations that no other game analytics platform can match. Used extensively in AAA games, the highly scalable, battle-tested Quago solution is easy to integrate into any online game on any platform, with virtually no performance impact.
Hundreds of Data Inputs From Each Swipe
Quago’s patent-pending technology provides real-time, vastly scalable detection. Each player interaction with the device generates hundreds of data points, providing a granular view of user activities that enables Quago’s real-time detection. Trained over live data at a massive scale, the system is highly scalable and capable of working in real time, as well as producing actionable insights from extensive historical datasets.
Technology Designed for ROI
models trained
over > 100B sessions
Exclusive Data Layer
Quago creates an exclusive data layer from sensor-based behavioral data that enhances existing data rather than replacing it. This innovative approach not only reveals what players are doing but also how they are playing, unlocking new dimensions for a deep understanding of player behavior.
Advanced Machine Learning
Quago employs a combination of both supervised and unsupervised machine learning models. Pre-trained generic models can identify inauthentic behaviors immediately, and then, over the course of the next two-to three-weeks, proprietary AI models learn the unique patterns and behaviors of the game’s player base for customized detection. The models continuously adapt to new patterns and behaviors, dynamically applying rich historical insights to real-time data, ensuring accurate results.
Evidence-Based Precision for Confident Decisions
Quago’s cutting-edge technology delivers confidence in every decision with unparalleled precision. This commitment ensures all actions are justified and verifiable, maintaining the integrity of the gaming environment.
Cheat Detection
While detecting cheaters is crucial, mistakenly banning a legitimate player causes irreparable damage. Quago’s solution achieves an unmatched 0.000000016 false positive rate and a recall rate that is 10x better than comparable alternatives, ensuring virtually no false positives.
UA Fraud Detection
Advanced detection mechanisms verify that ads reach real users, safeguarding advertising investments and enhancing campaign effectiveness.
Churn Prediction and Engagement Insights
Leveraging advanced analytics, we understand player retention factors, enhance user experience, and drive monetization. Quago’s models provide reliable predictions that help minimize churn and maximize player engagement.
High Performance SDK With Negligible No Impact
Battle-tested on AAA games (you probably have it running on your phone right now 🙂), Quago’s SDK is proven to run reliably and effectively at a massive scale and has virtually no effect on performance or stability. It runs quietly in the background without having any impact on user experience.
efficient SDK
(compiled)
Performance
preserving battery life
Permissions
Privacy Compliant, No new Permissions Needed
Privacy is fundamental to Quago. Our technology is fully compliant with GDPR, Apple’s privacy requirements and other privacy regulations, with no collection of Personally Identifiable Information (PII). Users do not need to authorize any new permissions when the Quago SDK is implemented. Privacy files remain the same, with no changes needed.
- No Collection of PII
- No New User Permissions
- No third-party libraries
- No Impact on Device Performance
- Negligible Battery Consumption
Enterprise SLAs
Quago provides robust support and reliability, enabling prompt assistance and proactive monitoring to prevent any issues before they arise. With Enterprise SLAs, developers can focus on creating the best gaming experience for their users.
