Guide

The work where the comparison is not about money

Updated

For a large category of work the cost comparison is irrelevant because only one of the options can do the job. Recognising which category you are in comes first.

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Novel situations

A tool handles the distribution it was built for and fails outside it, often confidently. A person recognises that something is unusual and escalates, which is a capability rather than an absence of one.

If your work is mostly exceptions, the tool will produce plausible answers to questions nobody should have answered automatically.

Accountability

When something goes wrong, somebody has to be answerable to a customer, a regulator or a court. A tool cannot be, which means the accountability lands on whoever deployed it.

That is manageable and it has to be designed for. It also means supervision is not optional in those contexts, which changes the cost comparison.

Relationships

Work whose value is the relationship, not the output, does not transfer. A supplier who takes your call because they know you is not a process step.

This sounds soft and it is frequently the actual product.

Where the tool clearly wins

High volume, low variance, low consequence work with a clear right answer, where speed matters and mistakes are cheap and visible.

Most businesses have some of this, and it is where a first deployment should go regardless of what the wider comparison says.

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Compare both fully, or neither

The full cost of a hire, the full cost of a tool, and the work where the comparison is not about money at all.

Sources

This site's own datasets, every figure quoted from its source and dated:

  • The median published figure in the AI Adoption and Effect is 34 percent across 10 figures from 6 sources' own pages (range 15.10 to 88 percent), read 12 October 2026.
  • The AI Tool Price Index carries 47 published figures read from 42 sources' own pages; the 43 published figures given without a breakdown run from 0.99 to 550 USD (58 sources publish a figure), read 12 October 2026.
  • The Employer On-Cost Rates carries 12 published figures read from 9 sources' own pages; the 7 published figures given without a breakdown run from 1.45 to 15 percent, read 19 October 2026.
  • The median published figure in the Employment Cost Benchmark is 2,083.70 AUD across 1 source's own page in AUD (range 2,083.70 to 2,083.70 AUD; 3 sources publish a figure), read 12 October 2026.
  1. SBA, hire and manage employees
  2. NIST, AI Risk Management Framework
  3. FTC, advertising and marketing business guidance
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