Aipedia: Insurance brokers

AI market selection and placement in broking

Aipedia, by the Apex broking team · Last reviewed 2026-10-27

Brokers can use AI to triage risks and suggest markets, but the broker remains responsible for a placement that serves the client's interests. If the tool favours a market for the wrong reasons, or overlooks a better fit, the conflict and the liability stay with the firm.

Part of: AI in insurance brokers

In short

Placement tools score risks against insurer appetite, route business to panels and rank quotes. They can embed commercial bias, for example by weighting commission or volume deals, and can miss markets that are not on the panel. FCA Principle 8 on conflicts of interest and the Consumer Duty both apply, and the October 2026 FCA page says firms remain responsible for outsourced AI. When an AI-selected market declines a claim the client expected to be covered, the client may allege poor placement advice, and broker E&O cover would usually be the policy that responds.

How brokers use AI in placement

AI placement tools take the risk data captured at fact-find, compare it with insurer appetite and suggest which markets to approach. Some rank returned quotes on price, cover and service metrics. Others sit inside trading platforms and automatically route standard risks to a panel insurer. For volume retail and small commercial books, the whole selection can happen without a broker looking at the file.

The ranking logic matters. If a tool weights the broker's commission, volume targets or profit share, it may systematically prefer markets that are better for the broker than for the client.

The duties that apply

Principle 8: the FCA AI Update lists Principle 8 among the rules that apply to AI. A tool that ranks markets by remuneration is a conflict that must be identified and managed fairly.
Consumer Duty: for retail customers, PRIN 2A.2.1R requires firms to act in good faith, and the price and value outcome looks at whether the product offers fair value.
ICOBS 5.2.2BR: the contract proposed must be consistent with the customer's demands and needs, whichever market the tool chooses.
Outsourcing: where the ranking engine comes from a platform provider, SYSC 8.1.6R keeps the firm fully responsible.

How the broker is paid can shape the tool's design; see how insurance brokers get paid for the usual models.

What can go wrong

Illustrative: a broker's placement engine routes small commercial property risks to the panel insurer offering the highest commission, unless another insurer is significantly cheaper. A client with a flat-roofed building is placed with an insurer whose wording carries a flat-roof exclusion that an alternative panel insurer does not apply. The roof fails in a storm, the claim is declined, and the client asks why the broker chose that market.

Another risk is the insurer itself. Brokers are usually expected to take reasonable care over the standing of the markets they use. A tool that ranks only on price and cover does not check that, so a person still needs to.

Automated routing can also narrow the market without anyone noticing. If the tool only knows the panel, a client whose risk sits outside panel appetite may be declined or loaded when an open-market approach would have found better terms.

How PI usually responds

A claim that a broker chose an unsuitable market, failed to explain the differences or put its own interest first would usually be presented as negligence in the conduct of the broking business. Broker E&O cover meeting the MIPRU 3.2.4R minimum terms would commonly respond, subject to the wording. Claims that also involve regulatory findings on conflicts can be more complex, and fines or penalties are often uninsurable or excluded.

For how responsibilities are divided between broker, insurer and MGA, see who does what in PI insurance.

Practical controls

Document the ranking factors and their weights, and have compliance sign them off.
Exclude remuneration from automated ranking, or disclose and manage it as a conflict.
Review a sample of automated placements each month for suitability.
Check market security and appetite changes outside the tool.
Record why the chosen market was right for this client, not just that it ranked first.

How Apex helps

Apex arranges PI for insurance brokers. We can review how your E&O policy treats placement decisions made or supported by automated tools, and what insurers are likely to ask about them.

Sources

Frequently asked

Can a placement tool take commission into account?

Remuneration is a conflict of interest under FCA Principle 8. A tool that weights commission must be identified, managed and, where required, disclosed, and the outcome must still suit the customer. Many firms simply keep remuneration out of the ranking.

Should a person review every AI placement decision?

Not necessarily for simple, standard retail risks, but there should be a documented threshold for human review and regular sampling of automated decisions. Commercial risks, unusual features and clients with claims history usually justify a broker looking at the market choice before binding.

Is the broker liable if an AI-selected insurer declines a claim?

Not automatically. An insurer may properly decline a claim under the policy terms. The broker's exposure arises if it chose an unsuitable market, failed to explain material differences or failed to take reasonable care over the placement.

Does using an insurer's own triage tool shift responsibility?

No. The FCA's October 2026 page says firms can outsource AI services but remain responsible for them, and SYSC 8.1.6R keeps the firm responsible for outsourced functions. The broker still owes its client duties of care.

Check your PI covers how you use AI

Tell us about your firm and the work you do. A broker will review how your current PI treats AI-assisted work, or arrange new cover. No fee for a quote. Or call 0117 325 0027.

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Apex Insurance Brokers Limited is authorised and regulated by the Financial Conduct Authority. Registered in England and Wales, company number 07014570. This page is general information about how AI is used in the profession and how insurance may respond. It is not legal, regulatory or insurance advice on your circumstances, and it does not guarantee that cover will be available or on what terms.