AI Resilience Report forFirst-Line Supervisors of Office and Administrative Support Workers

Office supervisors already use a lot of software for routine tasks – for example, they often work with accounting programs, Excel spreadsheets, and databases to compute balances or track inventory ^[1]. New AI tools (like advanced text generators) can help prepare reports or draft emails, but people have to review and fix the AI’s work. In fact, researchers warn that automating “routine and administrative tasks” can create hidden work (employees end up spending time checking and correcting AI mistakes) ^[2].

Tasks that need human judgment – talking through a worker’s performance or explaining a tricky policy – still rely on a person’s understanding and empathy. Experts like the International Labour Organization note that AI is more often a helper than a replacement: it tends to augment workers’ abilities rather than fully replace them ^{[3] [2]}. In short, the basic office and clerical parts of this job (data entry, simple math, note-taking) can be partially automated, but the people skills and decision-making parts remain human for now.

Big organizations are interested in AI for office work, but adoption is gradual. For example, even government offices are “looking to AI to help tackle… administrative problems” ^[4] (there are new startups for AI office assistants). Companies compare the cost of buying new AI tools with the cost of hiring people.

As of late 2025, one study finds no clear drop in these jobs from AI use ^[5], suggesting businesses have not rushed to replace supervisors with machines. Experts also caution that adding AI can create its own challenges – one report found that without good training, AI tools can actually slow work down or add stress ^{[2] [2]}. Things like data privacy rules or the need for human oversight mean companies move carefully.