PlayerScript AI, Inc. offers XGaming, an AI-driven copilot designed to autonomously plan, build, test, and deploy game features. By setting goals in plain English, developers can leverage XGaming's suite of AI agents to handle segmentation, hypothesis generation, experimentation, and optimization in real time.
Key Features and Functionality:
- Goal-Oriented Automation: Developers can specify objectives like "Boost D7 retention" or "Increase IAP conversion," and XGaming's AI agents will manage the entire process to achieve these goals.
- Advanced Segmentation: Utilizes over 40 behavioral and contextual signals to create precise player cohorts, enabling targeted interventions.
- Hypothesis Generation: Analyzes game telemetry to propose data-backed experiment ideas, detailing what to test, the rationale, and expected outcomes.
- Experiment Management: Configures and launches experiments with appropriate controls and success criteria, eliminating the need for engineering involvement.
- Adaptive Optimization: Employs contextual bandits that adjust traffic allocation in real time, outperforming traditional static A/B testing by quickly identifying winning variants.
- Insight Extraction: Monitors experiment results to identify patterns, enhancing future experiments across different game titles.
- Automated Rollout: Deploys successful features to production with staged rollouts, incorporating guardrails and automatic rollback mechanisms to maintain game stability.
Primary Value and User Solutions:
XGaming streamlines the game development process by automating complex tasks such as player segmentation, experiment design, and feature deployment. This reduces the time from goal setting to results from weeks to just 72 hours, with no engineering tickets required. By adapting to shifting player behaviors and learning from each experiment, XGaming enables developers to ship features faster, optimize player engagement, and enhance overall game performance.
