Why does a request stay stuck despite clear processes? B-ADSc analyses how each activity decides, and what it can delegate.

Interruptions, pending approvals, unclear priorities: some fatigue builds up in the way daily work is organised. Making it visible reveals its cost and shows where to act. Some benchmarks and an approach to launch the first changes within a quarter.

From engagement survey to decisions that change work. An engagement survey flags a difficulty. It does not say what to change. At a pharmaceutical company, around a hundred patient advisors made this journey in five months: confidential interviews, a questionnaire built on what they had said, workshops with their managers, then two decisions explained and put to the test. The case, published by Harvard Business Review, shows what separates a score from a decision, and the role an HR department can play in it.

‘Our teams resist AI’ is a convenient explanation. There is another, less comfortable one: leaders' strategic convictions can quietly disappear in meetings, replaced by reassuring narratives. The organisation runs pilots without making decisions. It spends without transforming.

Teams already use AI, often one task at a time. The next step is to turn these separate uses into a new way of organising work, designed with the people who do it.

Businesses that turn AI into lasting change start with the work, the tools people actually use and the organisation’s ability to make decisions.

KPIs can stay green while costs keep growing. Two mechanisms keep part of the sales team's work out of your systems. Your next AI project needs to understand that hidden workflow.

In one of our recent assessments, the largest cost item was not a salary line. It was selling time lost to duplicate data entry: around €73,000 a year across the sales team alone.

Decision delays, resource conflicts and too many meetings can undermine a matrix organisation. Mapping how work actually flows helps identify what needs to change.

And no one removes anything. Complexity can make work feel pointless. As tools and approvals accumulate, people lose sight of the value they create. How many processes in your company have never been questioned since they were introduced?