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Human Value in AI

What does creative work really cost?

Estimate the time, judgment and review that go into delivering creative work with AI.

Illustrative example · labor by work type
  • Routine production6 h × $45 = $270.00
  • Specialist execution8 h × $75 = $600.00
  • Creative direction4 h × $100 = $400.00
  • Planned QA and release review2 h × $75 = $150.00
  • Additional correction2 h × $75 = $150.00
Labor $1,570.00 + tools $50.00$1,620.00

Project estimator

Active hours × agreed rate, per work type. Runs entirely in your browser; nothing is stored or sent.

All default values are illustrative and editable. Amounts in USD.

Creative work

Routine production

Routine production

Asset prep, layout, exports

$270.00

Specialist execution

Specialist execution

Skilled craft, prompting, compositing

$600.00

Creative direction

Creative direction

Judgment, selection, brief alignment

$400.00

Review & correction

Planned QA and release review

Planned QA and release review

Checks against approval criteria

$150.00

Additional correction

Additional correction

Fixing unrequested AI changes

$150.00

Direct costs

Direct tools

Subscriptions, generation credits

Voluntary research (separate)

Optional exploration beyond the brief. Shown on its own and never added to the project subtotal.

Research value: $0.00

Log hours once. After the project, record each hour a single time under the one work type it belongs to.

Creative work produces the deliverable. AI correction repairs unrequested changes so outputs match what was approved.

Research is voluntary learning or exploration. It has its own purpose and stays outside the project subtotal.

Case summary

ArtEd in 3D homepage

  1. 1

    Brief

    The homepage brief emphasized simplicity and warmth.

  2. 2

    Narrowing

    The director narrowed four directions to two: Main and Alternative.

  3. 3

    Unrequested change

    The AI added an unauthorized logo to both directions.

  4. 4

    Verification

    A pixel comparison verified that the logo removal was localized, measured against the immediately previous images. Comparing against the approved originals revealed earlier design drift.

  5. 5

    Status

    Final selection was pending at the evidence cutoff.

  6. Lesson: check corrections against the approved originals, not only the last version.

For creatives and commissioning teams

Agree these four things in writing before turning an estimate into a quote.

Scope
List deliverables, formats and what is out of scope before work starts.
Review rounds
Agree how many rounds are included and what counts as one round.
Approval criteria
Write down what “approved” means — the brief, references and checks each output must pass.
Additional work
Decide in advance who covers corrections caused by changed briefs, and who covers fixing unrequested AI changes.