The FCA Consumer Duty requires UK firms to act to deliver good outcomes for retail customers, and it does not relax when an AI agent does the serving. Supervisors need to spot foreseeable harm in a draft, recognise vulnerability, test whether a message is understood, and make support as easy as sales. Those skills are now hiring criteria.
What does the Consumer Duty ask of staff?
The Consumer Duty sets a higher standard of care for firms serving retail customers. In substance, firms must act to deliver good outcomes, and in doing so act in good faith, avoid causing foreseeable harm, and enable and support customers to pursue their financial objectives. The FCA expects good outcomes in products and services, price and value, consumer understanding and consumer support, and expects firms to monitor outcomes and act when they fall short.
The conduct rules under SM&CR now include acting to deliver good outcomes for retail customers. So the Duty reaches individual staff, not only the firm. Whether it applies to AI agents is answered in does the FCA Consumer Duty apply to AI agents: it applies to the firm's conduct, whoever or whatever carries it out.
When an agent drafts a letter, answers a query or proposes an arrangement, the Duty asks whether the result is good for the customer. The supervisor is the person who answers that question before anything reaches the customer.
Who does it apply to?
The Duty applies to FCA-regulated firms in their dealings with retail customers: banks, building societies, lenders, insurers, investment platforms, wealth managers, payment and e-money firms, and consumer credit firms. It also reaches firms in the distribution chain that can determine or materially influence retail outcomes.
That makes the skills portable across UK financial services. A short explainer of the Duty itself is in what is the FCA Consumer Duty.
Which supervisory skills does the Duty demand?
Supervising agents under the Duty takes six skills. Each can be practised and shown.
- Spotting foreseeable harm. Read an agent's draft and ask what could go wrong for this customer. A hardship arrangement that leaves them unable to pay essentials is harm the firm could foresee.
- Recognising vulnerability. Notice signs in a conversation or file, such as bereavement, illness, financial shock or difficulty understanding, and adjust or escalate. Agents can miss these or handle them clumsily.
- Testing understanding. Judge whether a customer would understand a message. Rewrite jargon, put the important point first, and remove anything that misleads by omission.
- Checking support is fair. Make sure it is as easy for a customer to complain, switch or cancel as it was to buy. Agents designed to retain customers can drift into creating friction.
- Monitoring outcomes. Notice patterns in what customers experience, not only individual errors, and report them.
- Writing a record. Document why a decision delivered a good outcome, or why you changed it.
Lending is where these skills are tested hardest; see FCA Consumer Duty and AI agents in lending. Customer support is the other main ground, covered in Consumer Duty and AI support agents.
How can you show employers you have these skills?
| Requirement | What employers will expect of you | How to show it |
|---|---|---|
| Avoid foreseeable harm | Stop agent drafts that would harm a customer | An example of a draft you stopped and why |
| Act in good faith | Correct drafts that are technically true but misleading | Before-and-after examples, anonymised |
| Consumer understanding | Rewrite messages so customers understand them | Plain-language rewrites you made |
| Consumer support | Remove friction from complaints, cancellations and switching | A case where you made support easier |
| Customers with characteristics of vulnerability | Notice and respond to vulnerability | A case you handled or escalated with care |
| Outcome monitoring | Spot and report patterns of poor outcomes | A pattern you raised and what changed |
| Good outcomes under the conduct rules | Approve only what you would defend | A record of review decisions to a standard |
What might a UK interviewer ask?
- "The agent offers a customer in arrears a payment plan that is affordable on paper, but they mentioned they have just lost their job. What do you do?" Hold it, consider their changed circumstances, and offer appropriate forbearance or a referral, recording why.
- "The agent's cancellation reply tries three retention offers before explaining how to cancel. Is that acceptable?" Probably not; it creates friction. Simplify it and tell the agent owner.
- "How would you know the agent's letters were understood?" Look at follow-up queries, complaints and customer testing, and read the letters as a customer would.
A collections adviser we will call Amara prepared by describing three vulnerable customers she had supported and what she did differently for each. It showed the judgement the Duty depends on.
What does the Consumer Duty not cover?
It does not apply to non-retail customers in the same way, or to firms outside FCA regulation. It does not prescribe specific controls for AI. It does not certify individuals or require a particular course. It does not replace data protection rules such as UK GDPR, which govern automated decisions and personal data, or the PRA's model risk expectations for banks.
This is an explanation of the rules, not legal advice; confirm how they apply to you with counsel.
Where the Academy fits
Pryme Intelligence Academy's Operator track trains supervision of agents in a live workspace, from human review to what to do when something goes wrong. Certified Pryme Operator includes a practicum of review decisions with no missed red line allowed, and employers can check the certificate at source through VerifyDoc.ai. Firms using Pryme Intelligence can choose to make approval rights depend on a current certificate.
Questions people ask
Do I need financial services experience to supervise agents under the Duty?
It helps, but customer-facing experience from other sectors transfers well, especially work with vulnerable customers. Employers' training approach is in FCA Consumer Duty and training staff who supervise AI agents.
Is the Duty the same as treating customers fairly?
It builds on fair treatment and sets a higher, outcome-focused standard with cross-cutting rules and outcomes the firm must evidence.
Where can I see the wider skills picture?
The guide to AI skills for job seekers sets out what employers will ask you to prove.