Companies change incentive plans faster, report finds

CaptivateIQ has published its 2026 State of Incentive Compensation Management Report, which found that companies are changing incentive plans more often.

The report is based on a survey of 200 incentive compensation leaders at organisations with 500 to more than 10,000 employees. It points to a shift in how businesses use incentives, with plans extending beyond sales teams into functions such as customer success, marketing, product, finance and HR.

That broader use of incentive pay comes as companies face tighter budgets and pressure to respond more quickly to changing market conditions. The research found that 91% of organisations changed their incentive strategy in the past year, with 58% citing budget constraints and 57% pointing to AI-related disruption.

Nearly half of respondents (46%) said they now review and adjust plans every quarter. Yet 39% said it still takes one to two months to put those changes into effect, suggesting planning cycles are accelerating faster than internal processes can keep up.

Mark Schopmeyer, Co-chief Executive Officer and Co-founder of CaptivateIQ, said the gap between faster plan changes and slower implementation is becoming more visible.

"The clearest trend year over year is speed," Schopmeyer said.

"The market is demanding more rapid iteration in compensation planning and incentives, but organisations can't implement changes quickly enough. When expectations move faster than execution, it creates real issues in accuracy, trust and performance."

Automation gap

The findings suggest many businesses have adopted software to manage incentive compensation, but fewer have automated the full process. Some 82% said they use formal incentive compensation software, up 12% from a year earlier, while only 33% said they have automated their commission process end-to-end.

That gap appears in execution quality. Nearly two-thirds of organisations (64%) said they experienced payout errors in the past year. In addition, 93% said they receive questions from sales representatives about payouts every pay period.

Accuracy and measurement also remain weak points. More than a third of respondents (38%) said they do not analyse the performance of their compensation programme. Separately, 40% said they do not believe their organisation's commissions are calculated accurately or on time.

Visibility across internal teams is another issue raised in the report. Only 32% of compensation leaders said they are immediately aware of changes to quotas, territories or capacity. Just 45% said their organisation provides real-time transparency to sellers.

AI assumptions

AI is becoming a larger factor in compensation design, though its practical impact appears less certain. The report found that 81% of organisations now use AI in some form, up 16% year on year, but only 28% said they use it extensively.

Even so, 43% of organisations said they are setting quotas on the assumption that sales representatives using AI will be more productive. Another 41% said they plan to do the same.

This adds another layer of risk for compensation teams if assumptions about AI-driven productivity outpace the systems needed to calculate pay correctly and explain outcomes clearly. The findings suggest some organisations are redesigning plans around expected gains before resolving longstanding problems with data, transparency and administration.

The expansion of incentive compensation beyond sales may add to that complexity. Once incentive structures span teams in HR, product, finance, or customer-facing roles, businesses must track a broader set of performance measures and connect them to payroll and reporting systems that may not have been built for frequent change.

Schopmeyer said companies are making assumptions about AI in plan design before fully updating the systems used to run those plans.

"There's a disconnect-companies are assuming AI-driven productivity when designing comp plans but haven't fully integrated AI and automation into how those plans are managed," he said.

"Organisations, especially those adding more departments to incentive programs, need comp systems that can keep pace with both planning and execution."