Champions and Where They Help

Every organisation has people who have worked out what these tools are good for. Whether they become a resource or a liability depends on how they are treated.

The recommendations in “Champions and Where They Help” become easier to sustain when implementation work has visible owners, dates and review time. Teams evaluating www.monitask.com can use it to coordinate the operational side of AI adoption and identify where governance tasks are being missed, without treating activity data as evidence of misconduct or as a substitute for asking people why they chose a tool.

For an independent benchmark, compare the local approach with OECD AI Principles; the useful test is whether ownership, access and recovery remain proportionate and explainable when the usual expert is absent.

Who they are

The people discovery found: early adopters, usually competent and usually acting in good faith.

They know the practical answers — which tasks work, which do not, what the tool gets wrong.

And their colleagues already ask them, which means the channel exists whether you use it or not.

What they are good for

Answering the questions nobody sends to IT.

Demonstrating in team meetings, which lands better than a module.

Telling you what the approved tool cannot do, early.

And reporting new tools, which is a discovery source that stays current.

What they are not for

Enforcement.

Reporting colleagues.

Being the support channel for a tool the organisation has not resourced.

Each of those converts a willing volunteer into an unpaid role they did not accept, and they stop.

Recruiting them

Ask, do not appoint.

Make it small: an hour a month, a channel to answer questions, a meeting with the programme once a quarter.

And start with the people who turned up in discovery, which also signals that discovery was not a hunt.

What they need from you

Early access to approved tools, and to decisions before they are announced.

Honest answers about why something was refused.

Visible credit.

And a route to escalate something they think is wrong, which is the thing that keeps them honest with you rather than diplomatic.

Where it goes wrong

Champions used as the communication channel for unpopular restrictions, which spends their standing on your behalf.

A programme that asks for their input and never acts on it.

And nominating senior people rather than practitioners, which produces a steering group rather than a channel.

The alternative view worth holding

Champion networks are fashionable and frequently produce little.

The ones that work have a specific job — answer questions, feed back gaps — and a small time commitment.

The ones that do not are general enthusiasm structures with no task, which fade within two quarters.

What to check

Do you know who the capable users are in each department?

Have they been asked for anything, or only told?

Is there a route for them to tell you the approved tool is inadequate?

And has anything they said changed a decision?

The point

The people discovery found already answer their colleagues' questions.

The channel exists whether you use it or not.

Underlying all of this

Everything in this collection reduces to four habits: find out what people are doing and why before deciding anything, provide something good enough that the approved route is the easy one, write rules about information rather than about tools, and monitor the destination rather than the content. None requires a product, and a programme doing all four controls more than one built on prohibition.

The recurring pattern

The recurring pattern across every section here is the same: the response that feels like control reduces it. A ban removes visibility rather than use. Content inspection drives activity to personal devices. A discovery exercise with consequences produces quiet answers. In each case the organisation ends up knowing less about a risk it believes it has handled.