EXPERTISE / 06Team adoption & AI governance

Make the change stick.

We help your people adopt AI with confidence, clear boundaries, and a practical understanding of where human judgement belongs.

Explore this for your business ↗Follow the visual story
SD / KEEP PEOPLE IN CONTROL
01
UNDERSTANDING TEAM READINESS

The people affected help shape the workflow and its boundaries.

ILLUSTRATIVE MODELEnter the story
KEEP PEOPLE IN CONTROL

Build a system your team can use with confidence.

Follow the story. Watch the system change.

SD / KEEP PEOPLE IN CONTROL PROCESS EXPLORER
01
UNDERSTANDING TEAM READINESS

The people affected help shape the workflow and its boundaries.

ILLUSTRATIVE MODEL
01 / THE ADOPTION GAP

A pilot is not yet a way of working.

People need to know what the system can do, which data is appropriate, and who is responsible when something is unclear.

Look for: uncertain ownership, inconsistent use, extra checking.

STAGE 01 / KEEP PEOPLE IN CONTROL
02 / THE HUMAN CHECKPOINT

Give the decision a clear owner.

Role-specific training and practical guidance define approved use, review responsibilities, escalation, and incident handling alongside implementation.

Build with: approved use, training, review, escalation.

STAGE 02 / KEEP PEOPLE IN CONTROL
03 / EVERYDAY CONFIDENCE

Make good practice repeatable.

Named process owners, review routines, and an adoption scorecard help the workflow remain useful as the team and the tools change.

Measure: usage, review adherence, confidence, training completion.

STAGE 03 / KEEP PEOPLE IN CONTROL
FROM THE MODEL TO YOUR BUSINESS

Useful work.
A clear way forward.

For businesses moving from ad hoc AI use to a repeatable, accountable way of working.

WHAT YOU TAKE AWAY
  1. 01

    Role-specific training using realistic team scenarios

  2. 02

    An approved-use and data-handling guide

  3. 03

    A review, escalation, and incident-response playbook

  4. 04

    An adoption scorecard and named process owners

ONE POSSIBLE APPLICATION

A team learns which information belongs in an approved assistant, how to check source-backed answers, and when a question needs a person.

Illustrative scenario. Your process defines the final scope.

MEASURES TO AGREE
Active usageTraining completionReview adherenceTeam confidence
THE INTENDED OUTCOME

A team that knows how to use the workflow, when to question it, and who owns the next step.

Discuss your workflow ↗
CONNECTED EXPERTISEWorkflow & value audit