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The Audit Integrity Accounting and Governance Risk (AGR®) rating is a forensic measure of the transparency and statistical reliability of a corporation's financial reporting and governance practices. The focus of AGR analysis is on identifying the measures most highly associated with fraud, and quantifying those risks for interested stakeholders in relation to company stock price, securities litigation and major restatement probabilities.

Audit Integrity conducts extensive accounting and governance tests to identify high-risk companies:

  • Accounting Risks – a forensic assessment of the risk that financial results are misrepresented in public disclosures.
  • Governance Risks – a forensic measurement a company's governance practices helps users identify statistically high-risk behavior.


Audit Integrity Methodology is comprised of four key processes:

Data Input Processing

  • Over 25 unique data feeds are unified within a large-scale data center.
  • Proprietary database includes over 1,000 SEC Enforcement Actions.

Fraud Metric Engine

  • Generates the measures which form the building blocks in identifying fraudulent behavior.
  • Each metric is evaluated for unusual values ("outliers"), based on peer comparisons.
  • Metrics are organized within the Audit Integrity Taxonomy to make analysis and presentation simple and intuitive. An example:
    High-level Risk Business Issue Forensic Metric (Ratio)
    REVENUE RECOGNITION RECEIVABLES ACCOUNTING ACCOUNTS RECEIVABLE OVER SALES
    EXPENSE RECOGNITION DEPRECIATION POLICIES ACCUMULATED DEPRECIATION OVER PLANT, PROPERTY & EQUIPMENT
    ASSET-LIABILITY VALUATION PENSION ACCOUNTING UNDERFUNDED PENSION BENEFITS OVER LIABILITIES
    HIGH RISK EVENTS ACCOUNTING CHANGES CUMULATIVE ACCOUNTING CHANGES OVER OPERATING EXPENSES
    GOVERNANCE FINANCIAL DISCLOSURE NUMBER OF AMENDED FILINGS IN THE LAST YEAR

Statistical Modeling

  • Audit Integrity measures hundreds of metrics without preconceived bias as to what defines fraud.
  • Over 200 accounting and governance metrics are tested to determine which have the highest association with fraud.
  • Forensic analysis identifies companies that exhibit extreme values in these metrics.

AGR® Calculation

The AGR® score ranges from 0-100, with corresponding ratings from Very Aggressive to Conservative. Companies rated Very Aggressive or Aggressive have proven to be much more likely to face class action litigation and financial restatements, and to suffer severe equity loss.
The AGR® model has been rigorously tested and validated using accepted industry standards, and has proven to be accurate and independent of bias.
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