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Cost of Manual Work — Ad Tech
See what repetitive manual work is costing Ad Tech teams each year — where third-party cookie deprecation, ATT, and platform privacy changes have eroded the deterministic identity signal the original models depended on.
What this means for Ad Tech
- Third-party cookie deprecation, ATT, and platform privacy changes have eroded the deterministic identity signal the original models depended on.
- Multi-touch attribution outputs are increasingly contested by clients — finance teams want incrementality, marketing teams want credit for activity, and the platform sits in the middle.
- Take rate is compressing as agency, brand, and platform-buying-team scrutiny on the ad tech tax escalates.
Where it pays to act
- AI-driven bidding and budget allocation that operates without third-party cookie signal — leveraging contextual, first-party, and modeled audiences.
- Incrementality-aware attribution and marketing mix modeling at the platform level to give clients defensible measurement.
Adjust the inputs to match your Ad Tech team.
What manual work costs you
Annual cost
₹6.6 L
People-weeks / year
33
Recoverable via automation
₹4.62 L
Payback
7.8 mo
What this means
Ad Tech teams lose 33 people-weeks a year to this work — about ₹6.6 L. Automating the routine ~70% recovers ₹4.62 L a year.
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Cost of manual work — summary
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