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The 5 AI challenges we're hearing most

Josh Page··3 min read
The 5 AI challenges we're hearing most

Welcome back!

In this month’s update:

  • What 30 client conversations told us this Spring.
  • New product launch: 1:1 AI Leadership Advisory
  • Field notes: Cowshed sees 23x ROI and we visit Brussels with Montagu
  • We’re the Official Training Partner for The AI Summit London 2026.
  • Our new website - fully built with Claude Code
  • 22 May - Funded graduate AI training places

What 30 client conversations told us this Spring

Drawn from our last 30 client conversations and analysed by Claude, here are the five challenges we hear most:

  1. Mixed skill levels and uneven adoption. 77% of clients see the same picture: power users pulling ahead while the rest of the team finds its feet. The gap keeps widening.

  2. Surface-level AI usage dominates. Three in four clients say their teams use AI for the basics but skip the features that move the needle: Claude Skills, agentic workflows, advanced integrations.

  3. Ad-hoc training and informal sharing. Learning happens colleague-to-colleague. Pockets of capability form, but no shared baseline, and the people who need help most don’t ask.

  4. Increased pressure to prove ROI and maximise licence value. Licences have been bought. The question from the SLT is whether they’re paying back, and most firms can’t say with confidence.

  5. Growing shadow AI use and an AI use policy no one has read. The “best” tool changes each month and people reach for whatever’s being talked about. Plenty of firms have an AI use policy but tell us almost no one knows what’s in it…


Our newest offering

Confidential strategic sessions with Tom Hewitson, our Chief AI Officer, for senior leaders working through:

  • Where AI creates real value in their firm
  • How to land a credible AI narrative with boards, LPs and investors
  • Decisions on talent, tooling and team structure

We’ve got CTOs and CIOs are already signed up.

Drop josh@generalpurpose.com a line to find out more.


Field notes: Cowshed and Montagu

Two rollouts this spring, both following the same path. Mastering ChatGPT to start, AI Activation Programme to embed it, and 1:1 AI Coaching for power users.

We trained the team at Cowshed this April, the iconic British beauty brand. The post-training numbers came back as follows:

  • £159,543 of productivity projected to be recovered annually
  • 92 minutes saved per person per day using AI
  • 23x first-year ROI
  • 100% of respondents would recommend the training to a colleague

AI in Private Equity

We were also in Brussels last month to run Mastering ChatGPT for 50 of Montagu’s investment team. Montagu is a leading pan-European mid-market private equity firm with €14 billion in assets under management.

The session kicked off a broader programme of work, including the AI Activation Programme to embed AI use across the firm and 1:1 AI Coaching for individuals working on more advanced use cases.

Read more about our work in private equity here

Montagu’s investment team kicking off a full day of Mastering ChatGPT


The AI Summit London 2026

We’re the Official Training Partner for The AI Summit London 2026 alongside London Business School. On 9 June Tom, Josh and the full instructor team are running a full-day skills accelerator:

  • Morning - Mastering Your AI Assistants: a hands-on tour of key features, prompt engineering techniques, and building custom GPTs for specific workflows.
  • Afternoon - Mastering AI Agents: how and when to use them, an Agent Builder Hackathon where teams build agents for real business problems, and a show and tell to close.

Read the press release from Informa here.

Subscribers get 20% off tickets with code GP20OFFDELEGATE. Book here.


We built our new website with Claude Code

Excitingly, we’ve recently launched our new website:

Check it out here

We build as we preach (or teach) with no developers or agency spend needed.

Sneak peak for our subscribers


22 May - Funded graduate AI training places

Our next open enrolment ChatGPT Essentials runs on Friday 22 May, 9.30am-1pm.

For every corporate team we train, we fund scholarship places for unemployed graduates, the group most likely to be affected by AI’s impact on the labour market. The May session is our next round.

If you’d like to attend, book here.

If you’re a graduate or student, email hi@generalpurpose.com for a 100% discount code.


Until next month…

As ever, drop us a line at hi@generalpurpose.com if you want to talk about any of the above, or forward this on to a colleague who’d find it useful.

Thanks for joining,

The General Purpose team