For Employers & Social Partners

Responsible deployment begins not with tool selection, but with clarity about work, people and the distribution of benefits.

Organisations are under pressure to adopt AI quickly. When change begins with technology, it may automate a poor process, increase work intensity, collect unnecessary data and erode trust. When it begins with job quality and participation, it can free time for learning, creation and better services.

Offer

Work-model diagnosis; process and task mapping; worker participation; transparency and human-oversight rules; working-time and role pilots; evaluation of productivity, workload, trust and quality.

Social dialogue

Social partners are not a final approval step. They hold knowledge about real work and should shape the problem definition, criteria and routes to challenge decisions.

Readiness

A suitable partner is willing to disclose the real problem, involve affected people, accept independent evaluation and publish at least part of the learning.

Related laboratories

Discuss an organisational pilot