Agent skill

variance-analysis-setting-thresholds

Sub-skill of variance-analysis: Setting Thresholds (+2).

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Install this agent skill to your Project

npx add-skill https://github.com/vamseeachanta/workspace-hub/tree/main/.claude/skills/_archive/business/finance/variance-analysis/setting-thresholds

SKILL.md

Setting Thresholds (+2)

Setting Thresholds

Materiality thresholds determine which variances require investigation and narrative explanation. Set thresholds based on:

  1. Financial statement materiality: Typically 1-5% of a key benchmark (revenue, total assets, net income)
  2. Line item size: Larger line items warrant lower percentage thresholds
  3. Volatility: More volatile line items may need higher thresholds to avoid noise
  4. Management attention: What level of variance would change a decision?

Recommended Threshold Framework

Comparison Type Dollar Threshold Percentage Threshold Trigger
Actual vs Budget Organization-specific 10% Either exceeded
Actual vs Prior Period Organization-specific 15% Either exceeded
Actual vs Forecast Organization-specific 5% Either exceeded
Sequential (MoM) Organization-specific 20% Either exceeded

Set dollar thresholds based on your organization's size. Common practice: 0.5%-1% of revenue for income statement items.

Investigation Priority

When multiple variances exceed thresholds, prioritize investigation by:

  1. Largest absolute dollar variance — biggest P&L impact
  2. Largest percentage variance — may indicate process issue or error
  3. Unexpected direction — variance opposite to trend or expectation
  4. New variance — item that was on track and is now off
  5. Cumulative/trending variance — growing each period

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