Performative AI Use Grows as Staff Fake Compliance, Study Finds

What happened

A new study from workforce analytics firm Visier has found that employees across organisations are using artificial intelligence tools performatively — adopting them to appear compliant with leadership expectations rather than because the tools genuinely improve how they work. The research, reported by CIO Dive and HR Dive, points to widespread pressure on staff to demonstrate AI usage, even as many remain unconvinced of its value to their roles.

According to the findings, this pressure is being felt broadly across departments and seniority levels, not confined to any single function. Employees surveyed expressed concern both about AI potentially displacing their jobs and about the absence of clear routes to advancement for those who do build AI skills — leaving many caught between a mandate to adopt the technology and uncertainty about what adopting it well actually earns them.

Why it matters

The study surfaces a gap between leadership's AI rollout ambitions and the lived experience of the workforce asked to execute them. When adoption is measured by visible usage rather than demonstrable outcomes, organisations risk rewarding the appearance of transformation over the substance of it — a dynamic familiar from past waves of digital change where tool deployment outpaced genuine behavioural or process change.

For leaders driving AI and digital transformation programmes, this is a signal that technology rollout alone does not change how work gets done. Without clarity on how AI fluency connects to career progression, security, or recognition, employees have little incentive to engage authentically — and every incentive to perform engagement instead.

The Renascence take

This is a textbook case of incentives shaping behaviour rather than genuine adoption — and it is an employee-experience failure as much as a technology one.

Performative AI use is what happens when organisations measure the wrong thing: visible activity instead of real value delivered. If a workforce fears that using AI well might cost them their job, and sees no credible path to advancement for those who do, the rational response is theatre, not transformation. Leaders serious about AI adoption need to pair any usage mandate with transparent answers on role security and career progression — otherwise they are simply training employees to look busy for the algorithm that's watching them.