Reclaim

Reclaim.ai is an AI scheduling engine that plugs into Google Calendar and autonomously defends focus time, habits and 1-on-1s against meeting chaos. Trained on millions of calendar patterns, its reinforcement-learning solver re-optimizes your week in milliseconds, slicing tasks from Asana or Jira into open micro-gaps while respecting time-zone fairness and company no-meeting days. Users report reclaiming up to 40 % of the workweek, with SOC-2-grade security and Dropbox-backed road-map promising voice-first generative scheduling. Reclaim’s scheduling core is a reinforcement-learning model trained on millions of anonymized calendar patterns. Every time you confirm, snooze or override an event, the system logs the outcome as a reward signal. Over a two-week warm-up window the algorithm learns:

• Your chronotype (morning lark vs. night owl)
• Acceptable meeting radius (15 min default, 60 min for execs)
• Slack-status correlation (busy when red, free when green)
• Task overrun history (engineering tickets slip 1.8× more than design tasks)

A second layer runs Monte-Carlo simulations each night, sampling thousands of possible futures for the next 21 days. The objective function maximizes focus-minutes, minimizes context switches and keeps scheduling links open for external gu