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What Data Is Used to Calculate RiskPulse Scores?

Written by Caroline Polio
Updated this week

RiskPulse Risk Scores are calculated using a combination of financial, payment, operational, and public‑record data. The models adapt to the information available for each company and are designed to provide a balanced view of financial health and risk.

Below is an overview of the primary data categories used.


Payment History Data

Payment behavior is a key indicator of financial reliability. Risk Scores may include analysis of:

  • Trade payment data from 85M+ tradelines

  • Days Beyond Terms (DBT) – how many days past due a company typically pays

  • Payment performance compared to industry peers

  • Patterns of late or irregular payments over time


Financial Data (Availability varies by company size)

When financial statements are available, Risk Scores incorporate different indicators depending on the company's scale.

Small companies

  • Liquidity ratios

  • Leverage ratios

Medium companies

  • Profitability ratios

  • Leverage ratios

  • Indicators of current financial position

Large companies

  • Profitability ratios

  • Financial trends over time

Key balance sheet figures:

  • Net worth

  • Working capital

  • Net cash flow from operations

  • Debtors & cash

  • Turnover (for larger companies)

  • Financial ratios, including creditor/debtor days, pre-tax profit margins


Legal & Public Records

Publicly available legal and regulatory information is used to identify potential financial stress, including:

  • County Court Judgments (CCJs)

  • Bankruptcies

  • Tax liens

  • Court judgments

  • Liquidation/administration notices

  • Mortgages

  • Audit qualifications (concerns raised by auditors)


Company Demographics

Basic company characteristics help provide context for risk assessment, such as:

  • Company age

  • Location/geographic area (certain areas have higher insolvency risk)

  • Industry code (SIC03)

  • Number of employees

  • Premises type

  • Company size classification


Director Information

Leadership history and governance factors may influence Risk Scores, including:

  • Changes in number of directors

  • Associated director failures

  • Previous directorships

  • Director performance history


Corporate Structure

For companies that are part of a larger group, Risk Scores may consider:

  • Ultimate Holding Company (UHC) performance

  • Whether UHC is creditworthy or insolvent

  • Group influence


Industry Analysis

Risk Scores also take into account broader industry conditions, including:

  • Sector-specific risk factors

  • Industry trends

  • Certain industries have a greater risk of insolvency


How Are Risk Scores Calculated When Data Is Limited?

In some cases, detailed financial statements or trade payment data may not be available. When this happens, a sparse data model is used to assess risk based on structural, demographic, and behavioral indicators that are statistically predictive of default risk. When applying this model, the following factors are taken into account:

Business Age

  • The length of time a company has been operating

  • Newly incorporated businesses are generally associated with higher risk

Legal Form

  • Company structure, such as:

    • Limited company

    • Sole trader

    • Partnership

Registered Status

  • Current registration status, including:

    • Active

    • Dormant

    • Proposal to strike off

Industry Classification

  • Industry sector based on NACE / SIC codes

  • Sector‑level default risk plays an important role

Geography

  • Regional insolvency patterns

  • Certain locations historically experience higher insolvency rates

Group Status

  • Whether the company operates as:

    • A standalone entity, or

    • Part of a wider corporate group

  • Group association can positively or negatively influence risk, depending on structure and performance


How Often Are Risk Scores Updated?

Risk Scores are updated whenever new information becomes available that has an impact on the score. Therefore, there is no fixed update schedule.


Is All Data Refreshed Each Time a Score Is Updated?

No. A Risk Score is only recalculated when new or updated data materially impacts the score.

If a data point has not changed or does not influence the model outcome, it will not trigger an update.

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