Incentive Compensation Management (ICM) Software

Incentive compensation management for complex sales operations.

Design plans, calculate incentives, manage approvals, and give employees a clear view of their results that works alongside your existing sales, HCM, ERP, and payroll systems.

For Sales Operations, Finance, HR, and commercial leaders managing multi-market plans, changing rules, exceptions, and payout review.

Gaia ICM sales and compensation dashboard showing earnings, attainment, sales, and compensation summaries

From targets to payouts, every step is visible

Gaia ICM connects approved data, plan rules, calculation, review, and self-service visibility—so Finance can control the process and employees can review their incentive results and the underlying calculation details available to them.

Why commission operations become difficult

Incentive operations become difficult when commercial rules, store activity, and performance measures change at the same time.

01

Complex rules make every payout cycle heavier.

Different plans, tiers, roles, and policy changes can turn commission calculation into a time-consuming spreadsheet exercise.

02

Cross-store incentives are difficult to reconcile.

A sale may be credited to one store but completed in another, making eligibility, allocation, and reconciliation difficult to manage.

03

Unclear measures create questions about fairness.

When targets, eligible activity, and rule context are hard to trace, employees and managers cannot easily understand the result.

One workflow from approved data to employee visibility

01 · Data foundation

Bring approved data into the calculation process

Bring online and offline sales, POS, ERP, people, target, and work-time data into governed calculation records, including activity that may span stores.

02 · Plan design

Apply the right plan

Configure many incentive plan rules without custom development across roles, organizations, products, stores, channels, and pay periods. Use effective-dated plan versions to apply the right rules to each order and period.

03 · Calculation control

Review, approve, and re-calculate

Validate data, run calculations, route exceptions for approval, and re-calculate when source data, historic changes, or rules require it.

04 · Frontline visibility

Make incentive results easier to understand

Give sales and managers web and mobile visibility into targets, attainment, expected incentives, result details, and questions that need review.

Turn complex incentive rules into a controlled process

Move from plan design to calculation with structured handling for order-level policy, cross-store activity, and target allocation before results are released.

  • Order-level policy calculation. Match each order to the applicable incentive plan and period, then apply defined cumulative or highest-value policy logic before consolidating the result.
  • Cross-store sales handling. Detect when the credited store and the transaction store differ, create a reviewable transfer record, and bring it into the applicable commission process.
  • Governed target allocation. Give store managers configurable allocation options while routing changes through defined regional review and approval controls.

Discuss your incentive rules

Gaia ICM commission calculation screen with payee records, adjustments, confirmation status, and warnings

Resolve exceptions before results move downstream

Teams can understand each incentive result by tracing the source data, applied rules, changes, and approvals behind it.

Gaia AI Native ICM settlement overview with a controlled calculation workflow and AI assistance panel
Traceable from source data to calculationRetain the relationship between inputs, rules, results, exceptions, re-calculations, and approvals.
Automated data checks before calculationUse data warnings and checklists to identify records that need attention before they affect an incentive result.
Defined operating responsibilitiesApply data permissions and approval workflows across policy management, calculation review, and regional or organizational ownership.
AI assistance within defined controlsUse AI to translate policy questions into structured guidance, compare plan scenarios, surface exceptions for review, and explain incentive results. Governed calculation, permissions, and approval workflows remain in control.

One governed process. Clear answers for every team involved.

Sales Operations / Sales Compensation

Adapt the plan without starting over.

Manage time-based plan versions, organization and role changes, scenarios, calculation cycles, and exceptions without a spreadsheet workaround.

Finance and HR

Protect accuracy, control, and accountability.

Review commission and target data by person, organization, role, and period, with permission-based reports, drill-down, and traceable calculation details.

Sales leaders and sales associates

See the link between performance and earnings.

Use web or mobile self-service to check targets, performance, expected incentives, ranking, and historic results; submit a question for review when needed.

Employee self-service

Performance and incentives, self-service visibility for employees and managers

Employees can check personal targets, attainment, expected incentives, and historic results. Managers can review team performance in the same view—without waiting for a separate commission query.

See the employee experience

Gaia ICM mobile screen showing personal performance, estimated incentive, target value, and sales attainment
Personal performance and incentives
Gaia ICM mobile screen comparing team target and achieved performance
Team performance visibility

Connect the data behind your incentive process

Typical approved inputs include online and offline orders, POS and promotion data, ERP and finance records, organization and role data, performance targets, and work-time data. Final scope is defined in the approved solution design.

Online and offline order dataPOS and promotion dataERP and finance dataCore HR and organization dataTarget and work-time data

Gaia ICM can use Gaia I/O as an integration layer to receive the people, organizational, and business data needed for incentive calculation, then return approved results to payroll and finance processes that remain the system of record for final payment and accounting.

Trusted by global beauty groups and luxury houses.

Designed for complex incentive operations across beauty and luxury retail

Redacted Gaia ICM sales and compensation dashboard

A controlled commission process for a large beauty retail network.

With 3,000+ employees across 800+ stores, 16 pay roles, and 30+ commission rules, every calculation cycle required a more scalable alternative to manual reconciliation.

CNY 10.8MPayroll savings / year

Improved visibility into sales-performance records.

51,840Hours saved / year

Commission-calculation effort saved.

CNY 57,600Approval labor saved / year

Commission-approval labor cost saved.

8 → 3 daysMonthly calculation cycle

A faster, more transparent cycle for sales teams.

Discuss a similar retail deployment
Redacted Gaia ICM commission simulation comparison

Complex store incentives, governed in one calculation path.

Multiple active plans, more than ten pay variables per order, cross-store sales, and local target-allocation choices made payout operations difficult to control consistently across markets.

Order-levelPlan application

Match each transaction to eligible plans and defined logic.

Cross-storeSales review

Create a reviewable transfer record before payout.

Local controlTarget allocation

Keep store-level flexibility within regional approval.

TraceabilityCommission outcomes

Bring rules, activity, review, and results into one process.

Discuss a similar operating scenario

Questions teams ask before changing incentive operations.

Can Gaia ICM work with our existing HCM, ERP, POS, and payroll systems?

Yes. Gaia ICM is designed to work alongside existing sales, HCM, ERP, POS, and payroll systems. It supports the incentive operating layer, while final integration scope is defined in the approved solution design.

Can we model incentive policy changes before releasing a plan?

Gaia ICM supports policy modelling and scenario calculation, including comparisons between historical and proposed rules or data assumptions, so teams can assess potential payout and budget impact before release.

What can employees and managers do through self-service?

Through web and mobile self-service, employees and managers can review personal and team targets, attainment, commission and bonus results, historic records, and performance rankings. They can review the applicable incentive rules, model potential earnings using available business data, and submit a question or request a review when they have concerns about a result.

How does AI-native ICM support incentive operations?

AI can help summarize configured rules, compare plan scenarios, surface exceptions, and provide contextual guidance for review. It does not replace the governed calculation engine, role-based permissions, or approval workflows.

Can the system re-calculate after data or rule changes?

Gaia ICM supports controlled re-calculation when business data, historical personnel or organizational changes, or commission rules are updated, with the relevant review and approval process defined in the solution design.

Request a demo

See how Gaia ICM can fit your incentive operations.

Tell us about your current process, operating markets, and systems involved. We will discuss the parts of the calculation workflow that need more control and visibility.

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