Trust had to come before use.

How the owner of several children's care homes made responsible use possible in a trust-dependent business.

Caroline Marsh · Owner of children's care homes

1

Context

Caroline and her husband Mike own and run several children's care homes across multiple sites in the South West, with a team of around 20 people. This is work where trust is operational, not abstract. Privacy, security and professional responsibility shape what can be used, where and by whom.

2

Starting point

There was no structured use of AI in the business. Caroline did not keep AI out because she lacked ambition. She kept it out because the consequences of getting it wrong were real. Her team was resistant, and no application felt sufficiently safe or relevant to justify the risk. The block was trust and relevance.

3

What was not working

Keeping AI out protected the business from one kind of risk. It also left no safe way to discover where it could help. The question was whether Caroline could identify work where AI belonged, protect what must remain private or Human, and build confidence through responsible use.

4

Practice in use

Caroline began with the conditions responsible use had to meet. The practice then moved into operations, board responsibilities and leadership. She built new systems, made performance measures clearer and began bringing members of the team into the work. Privacy, security and relevance remained part of the decision, not obstacles to work around.

5

What changed

Creative production work that had taken Caroline's Virtual Assistant two full days was reduced to around ten minutes. Meeting preparation that had taken 45 to 60 minutes was reduced to under ten. The organisational change was that the practice began to move beyond Caroline as members of the team were introduced to it.

‘I'm not sure where I would be if it hadn't been for the last 12 weeks. The impact it's had on my life, my family and the business has been incredible.’

Caroline Marsh

6

What this case shows

Genuine privacy and security concerns at the starting point · team resistance · movement into responsible operational use · creative work reduced from two days to around ten minutes · meeting preparation reduced to under ten minutes · the beginning of team onboarding

What it does not show

A revenue or occupancy improvement · one programme transforming the whole organisation · sensitive care information being placed into public AI tools · a result another care organisation is guaranteed to repeat

These figures describe Caroline's work in her circumstances.

7

Relevant route

Take responsible practice from one leader into the team.

Caroline's case began with one leader and moved towards the team. If your organisation is facing similar questions about trust, uneven use or unclear boundaries, get in touch to talk through what that could look like for you.