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Case 05.5 · Field Reports

Real businesses. Real numbers.

Not hypotheticals — small teams already running an AI employee, and what changed in the first few weeks. Looking for how-to content instead? Browse our Guides.

Leo · Customer Service

The Manchester agency that stopped losing leads overnight

An 8-person marketing studio cut its average first-reply time from 11 hours to 4 minutes.

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Sam · Payroll

Payroll day used to eat two full days a month in Dubai

A 14-person recruitment firm's monthly payroll run went from two days to twenty minutes.

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Maya · Finance

A solo founder got her Sunday nights back

A one-person Dublin skincare brand reclaimed 6 hours a week from manual reconciliation.

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Zara · HR

Tripling headcount in Berlin without an HR hire

A 22-person SaaS company screened 400+ CVs and ran onboarding without an HR hire.

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