White-label AI vs hiring an in-house AI engineer
Under six AI projects a year, a white-label partner beats an in-house AI engineer on cost. The break-even calculation, and when hiring genuinely wins.
Comparisons
The decisions buyers weigh before hiring AI engineering help, with the maths for each.
Three comparisons for the decisions that come before hiring anyone. Under about six AI projects a year, a white-label partner beats hiring an in-house AI engineer on cost. Under about $5,000 of well-scoped work, a freelancer beats a firm. Buy a team when the work is open-ended and you can manage it; buy an outcome when the scope is clear and you cannot. Each page includes the case where the other option wins.
AI agency vs freelancer: an honest decision guide
Under $5,000 of scoped work, hire a freelancer. Above it, the cover and continuity of a firm start to matter. The cost maths and a decision checklist.
Staff augmentation vs project outsourcing
Buy a team when the work is open-ended and you can manage it. Buy an outcome when the scope is clear and you cannot. The trade-offs and the maths.
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