Method

Diagnosis before intervention

Most change projects start with the solution. We start with the question of which behavior should change – and what is preventing it today.

Approach

Four steps

  1. 01 · Understand

    Describe the target behavior so precisely that a camera could film it. Then read the context: what drives it, what holds it back?

  2. 02 · Test

    Check on a small scale what actually changes something – in an experiment, in a pilot, with before-and-after measurement.

  3. 03 · Design

    Findings become interventions: processes, defaults, leadership signals, communication. Removing comes before adding.

  4. 04 · Embed

    Roll out, measure, and keep what the data supports.

A hand pointing at an annotated concept on a screen

Framework

P.U.R.E. – four barriers to AI adoption

P

Perspective

The gap between management’s picture of how far AI use has come and what actually happens in the teams.

U

Uncertainty

Unspoken norms and questions of status: is using AI allowed, wanted, recognized – or does it “feel like cheating”?

R

Resistance

Knowledge stays in silos: good applications are guarded rather than shared, because nothing rewards sharing.

E

Error culture

Where mistakes are punished, nobody experiments – and without experiments there is no learning curve.

P.U.R.E. was developed from behavioral research and from our project work.

The image we use for it: every treasure is guarded by a dragon. Inner dragons sound like defensiveness. Outer dragons sound like questions. Mix them up and you reach for the wrong sword.

AI adoption: how we work on the four barriers

Framework

CAMI – designing behavior change

C

Context

In what situation is the decision made?

A

Attention

Is the topic on the audience’s radar at all?

M

Motivation

Do they want to – and if not, why not?

I

Intervention

Which intervention fits this combination?

Attention and motivation give four groups: ready · skeptical · dormant · distant. Each needs something different. Address them all the same way and you reach only those who are ready.

It comes with the Behavioral Tool Kit: 39 tools in six groups, each with an evidence label – robust or conditional.

Signals – what leadership actually sends

Organizations rarely fail because of strategies. They fail because of signals. We check every message in three places: language – structure – behavior. Where the three contradict each other, behavior always wins.

Transformation & Teams

The rules we keep

  • Evidence is labeled: robust, conditional, estimate.
  • We measure barriers and behavior, never individual people.
  • Friction is not always bad: where speed does harm, it is a feature.

Let’s talk about your dragons.

There is one guarding every treasure. Thirty minutes, no obligation.