AI at Work · Source published 15 September 2025
Research signal
Anthropic’s September 2025 index used its own service data to study adoption patterns, giving a view of activity within a particular platform.
Source: Anthropic — Economic Index: Uneven AI adoption · 15 September 2025.
Event Systematic perspective
A platform can reveal how users interact with a tool, but that does not directly establish how many employees a sector needs. Recruitment planning should combine several kinds of evidence: business demand, vacancies, completed work, employee capability and the results of local trials.
For a talent consultancy, the useful discipline is to label each signal. A usage trend suggests a behaviour worth investigating. A job advertisement suggests an employer requirement. A successful work sample demonstrates an individual capability. Keeping those distinctions visible produces better conversations with clients and candidates.
Put it into practice
- State the population and period behind each statistic used in a client briefing.
- Triangulate platform findings with role-specific evidence from the relevant hiring market.
- Avoid converting a vendor’s adoption pattern into a precise local job-loss or salary forecast.
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