DDeep Dive with Ali Abdaal
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Productivity

Overhead Tax and Overhead Spiral

Count the hidden maintenance cost of every commitment before accepting it.

Difficulty
Moderate
Time to result
~weeks to results
Steps
5
Confidence
99%

The Overhead Tax model says every active project charges a recurring fee even when no direct production occurs. The fee includes emails, status messages, planning, standing meetings, and the cognitive burden of remembering the commitment. As project count increases, these costs accumulate until most time is spent maintaining work rather than completing it. Slower completion leaves projects open longer, creates additional backlog, and raises the tax again—an Overhead Spiral. The model provides a workload scorecard: before accepting or distributing a project, estimate both execution effort and recurring maintenance. It also explains why remote-work coordination can become extreme: a brief in-person exchange may expand into a thirty-minute video meeting. Reducing live commitments interrupts the spiral and restores time for substantive progress.

Origin

Extracted from Deep Dive with Ali Abdaal during an explanation of project overload and the remote-work Zoom apocalypse.

Core principles

  • 01Every committed project creates work even when it is not advancing.
  • 02Administrative cost includes email, meetings, planning, and cognitive load.
  • 03Overhead compounds as project count rises.
  • 04More overhead causes slower completion, which keeps projects active longer.
  • 05Capacity decisions must include maintenance cost, not only execution time.

How to run it

  1. 1

    Enumerate Active Projects

    Create a complete list of commitments that generate communication, planning, meetings, or mental reminders.

    Pro tip Include paused and delegated projects if you still monitor them.

  2. 2

    Calculate the Hidden Tax

    For each project, estimate recurring email, meeting, coordination, planning, and cognitive costs in addition to direct execution time.

    Pro tip Review the previous two weeks of calendars and messages for evidence.

    Watch out Do not assume a project costs nothing merely because hands-on work is postponed.

  3. 3

    Detect the Spiral

    Check whether overhead is delaying completion, causing projects to remain active longer and allowing still more work to accumulate.

    Watch out Calendar fullness can conceal collapsing productive capacity.

  4. 4

    Remove Live Commitments

    Finish, cancel, pause, or return projects to a holding tank until substantive work again dominates maintenance.

    Pro tip Remove standing meetings together with the project commitment.

  5. 5

    Change the Intake Rule

    Require available capacity and an explicit overhead estimate before activating new work.

    Pro tip Review overhead as part of every portfolio planning cycle.

    Watch out Distributing work across more people can spread rather than eliminate the tax.

In the wild

Five Minutes Become a Thirty-Minute Zoom

A quick in-person question about an arriving client would take roughly five minutes after a meeting. In remote work, the issue becomes a separately scheduled thirty-minute Zoom call, multiplying coordination cost across participants.

The example makes hidden project overhead visible and supports reducing live commitments and unnecessary meetings.

Common mistakes

Budgeting Only Execution Time

The direct task may be small while its coordination burden is large. Workload estimates must include the full recurring tax.

Adding Work When Completion Slows

Slower output may indicate that overhead already consumes capacity. Adding more projects intensifies the spiral.

Mistaking Meetings for Progress

Coordination can be necessary, but a calendar devoted entirely to discussing work leaves no time to perform it.

Is it for you?

Best for

Managers and knowledge workers whose calendars are crowded with coordination while important work stalls.

Not ideal for

Small, independent tasks with negligible communication, planning, or ongoing maintenance.

From the transcript

there's something called an overhead tax that every project that you have committed to generates.

16:00

It's emails you have to send, uh meetings, planning meetings, standing meetings you have to have, and and just cognitive load of knowing it's there.

16:30

I call it the overhead spiral.

17:00

From the episode

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