The AI Mismatch
AI is being mis-sold to the advice sector. The solutions don’t work. This white paper explains why, and what to do instead.

Most advisers are being told the wrong thing about AI
AI is being sold as a system upgrade, a compliance add-on, or a back-office automation layer. None of that is accurate. AI is not software. It is not a module. It is intelligence. And intelligence cannot be embedded into a legacy system.
This white paper sets out the mismatch between what’s being sold and what’s actually possible. It covers the mis-selling pattern, the legacy system problem, and the correct model for adviser firms. 38 sourced citations from the FCA, Bank of England, Stanford HAI, McKinsey, and others.
What you'll learn
The foundational misunderstanding
AI is an external intelligence, not a system component. That distinction changes everything for adviser firms.
The mis-selling pattern
461 AI vendors are now targeting the sector. Most are selling something that cannot work. The risk sits with the adviser.
The correct model for advisers
Use AI directly. Low cost, high control, fully compliant. No vendor lock-in.
The new advice model
Falling fees, digital delivery, and 23 million underserved consumers. AI will reshape the sector. The question is who’s ready.
461
AI vendors now targeting the advice sector. Up 84% in 12 months.
46%
of firms only partially understand the AI they already use
<5%
of adviser firms have a full AI policy in place
