How long does the Change Resistance Review take to complete?

The assessment takes 10-12 minutes. You'll map stakeholder groups and assess resistance across 7 dimensions.

What resistance dimensions does the review evaluate?

We assess 7 dimensions: Fear of Job Displacement, Loss of Expertise/Status, Distrust of AI Systems, Change Fatigue, Workflow Disruption, Leadership Credibility, and Cultural Misalignment.

How is the resistance risk score calculated?

The score combines dimension assessments weighted by stakeholder influence and headcount impact. Editorial thresholds and the organizational context calibrate the directional risk signal; it is not a peer benchmark or a prediction of individual behaviour.

Can this tool differentiate signals across stakeholder groups?

Yes. The heat map shows modelled resistance signals for each stakeholder group across all 7 dimensions. Treat them as hypotheses for targeted interviews, not predictions of individual behaviour.

How are intervention recommendations prioritized?

Interventions are scored on impact (resistance reduction) and effort (cost, time, complexity). They're plotted on a 2×2 matrix to identify Quick Wins, Strategic Investments, and lower-priority actions.

How does this compare to traditional change management assessments?

This tool gives you a structured view of resistance risk in 10-12 minutes. A deeper advisory process can add stakeholder interviews and facilitated workshops, but this helps identify likely blockers and intervention priorities early.

Change Resistance Review

By Juan Beltrán, Industrial B2B AI Transformation Executive.

The Change Resistance Review is a directional organizational diagnostic for surfacing likely resistance to an AI initiative. Across seven dimensions—from job-displacement fears to change fatigue and cultural misalignment—you receive a modelled risk score, stakeholder heat maps, and intervention priorities to validate through direct conversations.

Canonical URL: https://juanbeltran.ch/tools/change-resistance-predictor