Incentives, Targets and Unintended Conduct Risk

Incentive structures are rarely designed with bad intent — a sales target, a productivity bonus, a performance ranking are all reasonable management tools in isolation. The risk emerges when the metric being rewarded stops tracking the outcome the firm actually wants, and people optimise for the metric instead.

How Incentive Risk Develops

Incentive risk typically develops gradually: a target that was reasonable when set becomes stretching as market conditions change, or a metric designed to measure activity (calls made, products opened) is treated as a proxy for quality (customer suitability, genuine need) when the two have quietly diverged.

Recognising Gaming

Gaming doesn't always look like obvious fraud — it can look like splitting a sale into smaller pieces to hit multiple targets, front-loading activity into the final days of a measurement period, or selectively selecting which customers to approach based on how easily they'll hit a metric rather than who actually needs the product.

Designing Balanced Measures

Effective incentive design pairs a volume or activity measure with a quality or outcome measure, so that gaming one without the other becomes visibly costly. Customer complaint rates, product cancellation rates and post-sale suitability reviews are common counterweights to pure sales volume metrics.

Monitoring for Drift

Because incentive risk develops gradually, ongoing monitoring matters more than a one-time design review. Watching for unusual clustering of activity near measurement deadlines, or a sudden change in a product's sales pattern without a corresponding market explanation, are useful early indicators.

Remediation When Incentives Have Caused Harm

When an incentive structure is found to have driven poor outcomes, remediation needs to address both the affected customers and the underlying structure — fixing individual cases without redesigning the incentive simply invites the same pattern to recur.

Who Should Own This

Incentive design sits at the intersection of HR, sales leadership, risk and compliance — treating it as any one function's sole responsibility is itself a common cause of blind spots.

Frequently Asked Questions

Does this mean targets themselves are bad? No — targets are a normal management tool; the risk is specifically in poorly balanced or unmonitored targets, not targets as a concept.

How often should incentive schemes be reviewed? Most firms review formally at least annually, with more frequent monitoring of leading indicators like complaint trends.

Who typically first notices incentive-driven gaming? Often front-line quality assurance or complaints teams notice patterns well before formal risk monitoring catches them.

A Worked Example

A retail banking team is measured primarily on the number of new accounts opened each month. Staff begin encouraging existing customers to open additional accounts they don't especially need, simply to hit the metric, without technically breaching any product rule. A parallel metric tracking account usage in the months after opening — added specifically to catch exactly this pattern — reveals the gap between activity and genuine need, prompting a redesign of the incentive before it produces a wider customer harm finding.

Key Takeaways

Incentive risk is rarely the product of bad intent in scheme design — it emerges from a gap between the metric and the outcome that widens gradually and unnoticed. Pairing every activity-based incentive with a quality or outcome-based counterweight, and monitoring for drift over time rather than only at initial design, are the most reliable defences.

How This Fits Into a Broader Compliance Programme

Incentive design increasingly sits within formal product governance and conduct risk frameworks, rather than being treated as a purely commercial HR decision. Firms that review incentive structures alongside customer outcome data, on a recurring basis, catch drift far earlier than those that treat incentive design as a one-off annual exercise.

Should whistleblowing protections cover reporting a bad incentive scheme itself? Yes — raising concerns about a scheme's design, not just its misuse, is a legitimate and often valuable speak-up matter.

Building This Into Team Practice

Incentive risk is easiest to manage when the people closest to a target — the staff actually working toward it, not only the managers who designed it — are given a channel to flag when a metric feels like it's encouraging the wrong behaviour. This front-line perspective is often the earliest and most accurate signal that an incentive has drifted from its original intent, well before the drift shows up in complaint or outcome data several months later.

Regulators in several major markets now expect firms to be able to demonstrate, on request, how incentive schemes were assessed for conduct risk before launch — treating this as a documented governance step, not an informal judgement call, is increasingly the baseline expectation rather than best practice.

This governance expectation extends to third-party and affiliate incentive arrangements as well, not only schemes designed and paid directly by the firm itself.

See Learnsignal's CPD library for related compliance training, including the course on auditor ethics and liability.