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Plan sandbox: what-if simulator for comp plan changes before publishing #18

Description

@xozai

Priority: High

Feature description:
Before publishing a new comp plan version, revenue operations leaders need to model its financial impact. Add a sandbox mode where admins can run a draft plan against historical transaction data and compare projected payouts vs. the current live plan.

Proposed behavior:

  • "Simulate" button on any draft plan version triggers a sandbox calc run against a configurable historical period (e.g., last 12 months of transactions).
  • Side-by-side comparison view: current plan vs. draft plan — total payout delta, per-rep payout delta, attainment distribution histogram.
  • Highlight reps whose comp would change by more than ±10% (configurable threshold).
  • Sandbox runs are isolated from live calculation history and do not generate statements or trigger workflows.
  • Export sandbox results as CSV or PDF for finance review.

Why it matters:
Unintended comp increases are the most expensive comp plan mistake. A what-if simulator catches them before rollout — this is a marquee feature that differentiates OpenComp from spreadsheet-based planning.

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