Privacy-Preserving Study Analytics API (StudySight)

🔴 Problem Identified

Many edtech and productivity apps, like Foca, struggle to drive retention in the off-peak season and face user adoption obstacles due to privacy concerns (especially around screen sharing) and potentially distracting social elements. There’s a widespread need for engagement-boosting, accountability, and data-driven study insights without invasive tracking methods.

💡 Proposed Solution

StudySight is a white-label, privacy-first API/service that enables apps to add AI-powered productivity analytics (e.g., session summaries, distraction scoring, trend tracking) from device-level behavioral signals (like app usage and keyboard/mouse events) instead of screen sharing or detailed session recording. It includes configurable accountability/social modules (leaderboards, squads, study streaks) that can be toggled to fit each host app’s audience. This empowers developers of social study...

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