From Spreadsheets to a Single Source of Truth: How a Global Web & Commerce Platform Automated Incentive Compensation

Paying for Performance at Scale

For a leading global web presence and commerce platform, incentive compensation is not a payroll detail at the end of the month. Incentive pay is the engine of the commercial success organization, the mechanism that turns a multi-million-dollar revenue obligation into a target each frontline guide understands and works toward. Between two and three million dollars in incentives move through that engine every month, rising and falling with the peaks and valleys of the business.

A number that large, paid to that many people, demands better than spreadsheets. The commercial success team set out to build something worthy of it, replacing a fragile, manual incentive process with AmplifAI's Incentive Suite, an end-to-end workflow that runs from target setting through automated payout. Two years into that journey with AmplifAI, the incentive workflow that once lived in spreadsheets and email threads now runs inside a single source of truth.

When Incentives Ran on Spreadsheets and Screenshots

Before AmplifAI, the incentive process was held together by hands and homegrown software. Calculations ran inside an internal application the team had outgrown, a tool with multiple points of failure and a single owner, which meant a vacation or a system hiccup could stall payouts for thousands of people. The data was good, but everything around it was brittle.

The handoffs are where the process broke down. A calculation ran in the homegrown application, a data enablement analyst exported it to a spreadsheet, accounting reshaped it into a different template, that template went by email to each senior leader who owned a department, those leaders signed off on their piece, positive overrides escalated to an executive for a second email approval, accounting captured the result as a screenshot pasted back into the workbook, and only then did the finished file ship to payroll. Email threads grew to ten people, someone was always left off, and approvals lived as images inside workbooks.

That setup carried real risk the business could not measure. Reconciliation depended on spreadsheets, screenshots, and memory, and the process was so manual that the team could not even quantify the cost of an error. There was no audit trail, so no one could see who approved a given bonus, who applied an override, or why, which is precisely the visibility a public company needs the moment a labor or compliance question arrives.

One Platform, From Target to Payout

AmplifAI's Incentive Suite rebuilt the process as one connected flow rather than a chain of handoffs. Target setting establishes what each department and each guide needs to deliver, performance monitoring tracks progress against those targets in real time, an incentive summary gives leaders a place to review and approve, and an automated payout connects directly to Workday and the payroll team. The spreadsheets, the email approvals, and the screenshots are gone.

Target setting is the start of that flow and the hardest part of it. A finance obligation that says a department must bring in ten million dollars gets broken into manageable slices of pie, each one owned by and accountable to a single individual, so a guide logging in knows they need to bring in twelve hundred dollars today. AmplifAI takes that top-down obligation and the bottom-up run-rate of what the floor can realistically deliver and brings the two together, giving leaders a clear view of the gap they have to close.

Data unification underpins all of it. AmplifAI exposes the full detail of the incentive process through an API, which the commercial success team pulls into call center data integration dashboards built in Amazon QuickSight, combining AmplifAI's data with internal sources that never needed to leave their own environment. Senior leadership reads bonus spend, correlates it to sales income, and adjusts incentive tiers from a dashboard rather than a reconciliation meeting.

Transparency for Guides, Control for Leaders

Adoption comes from simplicity, and simplicity is what the front line sees. A guide opens one incentive tile and watches real-time progress toward their payout, and a single click opens a pop-up showing the plan-period calculation, current and projected earnings, any override or prior-period adjustment, and a green or red indicator against each metric, so a guide who is short knows exactly which number to move rather than guessing why a payout looks light. Order-level detail links straight to the guide's own transacted orders, so the connection between the work and the dollars is never in question.

Leaders work from the other side of the same data. An incentive summary lets a manager see the full cost of bonus for their team, bulk-approve, apply overrides for a guide pulled off the phones onto a stretch assignment, and leave a comment whenever they change something. Each of those actions is captured in a timestamped audit trail with a unique reference ID, so the question of who approved a bonus, who overrode it, and why now has an answer in the system of record. That accountability layer is the difference between a process a leader hopes is right and one an officer can attest to.

Collapsing the Handoff Chain

The approval chain that once ran through data enablement, accounting, departmental leaders, executives, and payroll now runs in two steps. An office leader reviews and adjusts within a defined payroll-calendar window, then the work locks, the commercial success team does a final check, and the approved file pushes to payroll. The workflow is event-based rather than time-based, so the same two steps can close in a single day or stretch across several, entirely on the operation's own timeline.

The handoff to payroll is fully automated. Final approvals send a file straight from AmplifAI into Workday, the most recent month was the first to run with zero manual touches from the Workday team, and the integration is designed to work equally with Oracle or other ERP systems. The riches in contact center work are in the handoffs, and the one that used to drop files, miss approvals, and cost people real money now runs on its own.

That automation also turned incentive data into a planning asset. API access feeds QuickSight dashboards where senior leaders track bonus spend against sales income, manage their financial ratios from an operating-expense view, and watch for the signals that say an incentive tier or a target needs to move. Incentive compensation became something the business reads proactively rather than reconciles after the fact.

What's Next: From a 30-Day Window to a 60- and 90-Day Outlook

The foundation is built, and the roadmap is what the foundation makes possible. Target setting is evolving from a backward-looking run-rate into a demand-driven model, with AmplifAI ingesting the workforce management forecast so targets reflect the contact volume a department actually expects rather than the volume it saw last month. Moving from a 30-day window to a 60- and 90-day outlook gives the team room to move headcount, plan staffing, and decide the future mix of human and AI agents before the month begins.

The longer horizon points toward a machine-learning target model trained on the signals that predict performance, agentic AI that runs quality checks on incentive calculations throughout the month instead of in an end-of-month scramble, what-if scenario modeling that lets a guide see how two more orders a day would change their payout, and an approval flow that asks for sign-off only on the overrides that warrant it. Each of those plugs into the unified incentive foundation the team has already built, which is the point: a process rebuilt from target to payout is one any future capability can extend instead of work around.