Mal7

Pillar 06

Adoption & Change Management

Adoption starts before launch. We design trust, workflow fit and feedback loops into the operating model from day one.

06

Adoption & Change Management

Strategic questions

What this pillar answers

Which stakeholders need to trust, use or govern the new workflow?

What communication and engagement rhythm will sustain adoption?

How should adoption be measured beyond attendance and usage?

Mal7 delivery

Practical outputs, not advisory theatre.

Each pillar ends in decisions, operating assets and delivery artifacts that leaders can use with teams, vendors and governance owners.

06

Stakeholder mapping and change readiness assessment

06

Communication and engagement strategy

06

User experience and trust-building design

06

Adoption measurement and feedback loops

When it matters

Signals this needs executive attention

01

Users avoid the system even when the technology works

02

Change management starts after deployment decisions are already locked

03

Teams cannot tell whether adoption is improving the workflow

Next decision

Map this pillar against your current AI portfolio.