Slicecom
ENTERPRISE-GRADE COMMISSION ENGINE OPTIMIZING COMPLEX FINANCIAL LOGIC.
Overview
Slicecom is a commission management platform built for sales-driven organizations operating at scale. The core challenge was replacing brittle spreadsheet workflows with a structured, auditable engine that could handle multi-tier payout logic without custom engineering per client.
The system needed to support thousands of agents, real-time recalculation on rule changes, and complete financial auditability — all while remaining legible to non-technical operations teams.
Problem & Context
Commission calculation was being handled in Excel files passed between operations analysts and finance. Each client had unique deal structures — tiered percentages, retroactive adjustments, split commissions across multiple agents — none of which Excel handled reliably.
Errors were caught at payout time, creating disputes, delayed payments, and significant trust erosion between agents and management. The cost of a single miscalculation could affect dozens of agent payouts.
Approach / Thinking
I mapped every commission structure across existing clients to identify the minimal rule set that could express all variations. The goal was to design a rule engine flexible enough to handle edge cases without requiring code changes for new clients.
Rather than building a flexible-but-opaque system, I prioritized legibility over configurability. Operators needed to trust the numbers before they would trust the system. Every calculation step was exposed as a readable audit trail.
Solution
A centralized dashboard replaced the analyst workflow: rules are configured once, applied automatically each cycle, and flagged exceptions are surfaced for human review rather than buried in raw data.
The payout engine supports complex tier structures, multi-product splits, and retroactive recalculation. All commission states are versioned — changes are non-destructive and fully reversible.
Key Screens
04 SCREENSReal-time overview of commissions and performance.
Manage and monitor all commissioned employees.
Define payout logic and business conditions.
Manage system settings and access controls.
UX Decisions
Rule Transparency Over Flexibility
Rather than exposing raw formula inputs, every rule is expressed in plain language summaries. Operators can see exactly what a rule does before activating it — reducing configuration errors by design.
Audit Trail as Core Feature
Every calculation step is recorded and traceable. This wasn't an add-on — it was the primary trust mechanism. Agents can see exactly how their commission was derived, eliminating disputes at source.
Versioned States, Not Overrides
Commission rules are versioned, not overridden. Retroactive adjustments create new versions rather than modifying history, preserving full financial auditability across periods.
Impact & Outcomes
Final Reflection
The most important architectural decision was separating rule definition from rule execution. This allowed the operations team to safely iterate on commission structures without requiring engineering involvement.
If I were to revisit this system, I would invest more in the onboarding experience for new rule configurations — the initial setup is powerful but still requires training to navigate confidently.