Downloadable computer software and mobile applications for monitoring and improving digital safety for minors and families, namely, AI-based software for detecting and responding to risks including text/voice grooming, coercion, manipulation, anomalous patterns, device drift, compulsive engagement loops; parental controls including permissions, restrictions, block/allow lists for downloading/installing/using apps/games; managing device/app settings via parent policies, explainable alerts, configurable actions (warn/mute/block/notify), family digests; on-device processing for privacy, anomaly detection via behavioral telemetry (navigation, app switching, touch patterns), confidence gating, shared-device handling. Downloadable SDKs, APIs, software libraries for integrating safety features including grooming detection, anomalous behavior monitoring, parental controls, device policy enforcement, privacy-preserving age-band inference into third-party software, games, platforms.

Software as a service (SaaS) featuring AI-based software for monitoring and improving digital safety for minors and families, namely, software for detecting and responding to online risks including grooming behavior in text and voice communications, anomalous usage patterns, device drift, coercion, manipulation, and compulsive engagement loops; software for pattern-based content and communication safety, parental controls including policy management and enforcement, and generating configurable safety actions, explainable alerts, and family reports. Platform as a service (PaaS) featuring computer software platforms and developer tools for implementing online safety controls, grooming detection, anomalous behavior detection, parental control policy management, device and application policy enforcement, and privacy-preserving integrations for third-party applications, games, and digital platforms

Providing online non-downloadable information and advisory services in the field of child safety and digital safety for families, namely, guidance regarding online risks including grooming behavior, coercion, manipulation, anomalous usage patterns, device drift, and compulsive engagement loops; advisory services featuring awareness of parental controls, safe digital use practices, pattern-based safety measures, explainable alerts, and family reports, all with a focus on privacy-preserving approaches.