Calculate the Complete Work Cycle
Task duration includes more than the core action. Add time to open files, recall context, wait for assets, verify output, and deliver results.
For meetings, include prep and travel; for calls, include note-taking and follow-ups. Frequent interruptions inflate context-switching costs.
Estimate Using Time Ranges
Instead of a strict 40-minute promise, estimate a range like 40 to 60 minutes. Use the upper bound for unfamiliar tasks and average bounds for routines.
Break large tasks into steps before estimating. Assessing research, drafting, and proofreading separately is far more accurate than guessing a total presentation build time.
Leverage Your Own Historical Data
Compare planned versus actual durations for recurring tasks. Within weeks, personal patterns emerge, such as email processing taking 1.5x longer than expected.
Use AetherPlan data as neutral feedback to tune your estimates. The goal is to stop systematically over-scheduling beyond capacity.