MemoryLane operates by running quietly in the background, capturing periodic screenshots of user activity. Each screenshot is sent to a Zero Data Retention (ZDR) AI endpoint, which analyzes it to create a short textual summary of the activity. This summary is saved locally on the user's device, while the original screenshot is immediately deleted and never stored or used for AI model training.
The tool's primary function is to observe how work truly happens, identifying repetitive tasks and mapping them into detailed process flows. Users can leverage these insights to discover tasks ripe for automation, generate standard operating procedures (SOPs), and streamline employee onboarding by providing real-world workflow examples. MemoryLane offers flexibility by allowing users to choose between its default AI, their own API key, or local models on their infrastructure. It also includes privacy features such as blacklisting specific applications or websites from being captured.