Methods and systems for frictionless new device feature on-boarding

This invention describes a system that helps users learn new features on a device without interrupting their flow. It observes how a user interacts with a device and, based on past usage patterns, predicts when they might encounter a new feature. When a new feature is identified, the system offers a tailored training scenario, either by pausing the current activity on the device or by presenting the training on a separate screen, allowing the user to practice the new feature.

Why it matters: Filed before the widespread accessibility of advanced AI and machine learning models. The 'learning of device features used by the user' component, which was complex in 2020, is now more feasible and efficient with current AI capabilities for user behavior analysis and adaptive systems.

Status: ExpiredProtection ended and was never renewed
How hard to build: SpecializedSophisticated software, user behavior learning

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