Who We Help
Credit Analysts | Credit Managers | Trade Credit Teams | Commercial Lenders | Insurance Professionals | Finance & Risk Teams
Confident Credit Decisions
Credit teams are flooded with financial statements, trade references, payment scores, and fragmented reports. Yet many counterparty credit decisions still rely on inconsistent analysis, outdated spreadsheets, and subjective judgment. CreditKernel was built to replace guesswork with transparent, data-backed credit risk analysis.
We help businesses identify, estimate, and communicate counterparty credit risk faster and more consistently through efficient financial spreading, industry benchmarking, credit ratings, and probability of default analysis.
Whether you are a first-year credit analyst learning the fundamentals or a seasoned credit manager overseeing a large portfolio, CreditKernel gives you the structure, context, and clarity needed to make stronger credit decisions.
Credit Risk Process (4 Simple Steps)
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Most credit reviews can be completed in under 10 minutes instead of several hours.
1. Standardized Financial Input
Users enter just 11 key financial statement line items along with an SIC code.
2. Automated Benchmarking & Scoring
From there, the platform automates:
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Financial Ratio Analysis
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Industry Benchmarking
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Credit scoring
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Liquidity Assessment
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Probability of Default
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Credit Reporting
3. Credit Rating
No more vague scores. You get a credit rating tied to a 12-month probability of default - so you know exactly how to quantify risk.
4. Decision Logic with Built-In Guidance
If the customer's rating and limit meet your companies risk policy, the system can auto-approve. If not, it prompts you to review strengths, weaknesses, and suggested actions - ensuring alignment with your credit appetite.
Why CreditKernel Exists
Traditional credit reviews take too long, vary by analyst, and often depend too heavily on third-party payment behavior scores. Those scores only show how a company paid in the past. They do not explain whether the business can continue paying in the future.
CreditKernel was designed around a simple principle: strong credit decisions start with financial analysis, industry context, and liquidity assessment. Our platform transforms raw financial data into standardized, explainable credit ratings tied directly to a 12-month probability of default.
CreditKernel
Others in Market
Setup | Intuitive and simple platform Straightforward training Less than 5 days to implement | Steep learning curve
Project team and SME assigned
90+ days to implement |
Output | Probability of Default (Pd) Expected Credit Loss (ECL) Risk thresholds specific to your company | Vague risk labels. Your risk appetite not considered |
Peer Analysis | Industry financial ratios and benchmarking to measure performance relative to peers | "One size fits all", triggering false positives |
Credit Ratings | Transparent, including scores for industry risk, business longevity, peer competition, financial risk, and liquidity risk | Black box, confidential, or paying for shiny services that do not move the needle |
Data Quality | Over 75,000 audited financial statements classified by industry and analyzed to calibrate the credit model | Dependent on 3rd party payment behavior, which might be limited, incomplete, or misrepresented |
What Makes CreditKernel Different
Transparent Credit Ratings
Most credit models operate like black boxes. Users receive a score without understanding how the result was calculated.
CreditKernel takes the opposite approach. Every credit rating is tied to measurable financial drivers, industry benchmarks, and liquidity analysis. Users can see exactly why a counterparty received its rating and where risk exists inside the business.
Our framework evaluates five core credit risk categories:
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Industry Risk
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Business Longevity
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Peer Competition
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Financial Risk
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Liquidity Risk
The final output is a clear, forward-looking assessment of creditworthiness linked to a 12-month probability of default.
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Industry Benchmarking Built Into Every Review
A financial ratio without industry context creates misleading conclusions.
Debt levels acceptable in oilfield services would trigger concern in distribution or manufacturing. Operating margins considered healthy in one sector may signal weakness in another. CreditKernel benchmarks counterparties across 67 industries to ensure every rating reflects the realities of the market the business operates within.
We do not just calculate ratios. We contextualize them.
Our platform compares counterparties against direct industry peers using percentile-based scoring and financial benchmarks. This process helps identify marginal producers early — companies with weak margins, elevated leverage, and deteriorating liquidity that become vulnerable first during market stress.
Credit Reports for Credit Professionals
Traditional credit reviews are slow, inconsistent, and dependent on individual analyst style. CreditKernel helps businesses move beyond vague labels like “high risk” or “low risk” by quantifying repayment capacity, financial resilience, and liquidity flexibility in a standardized framework.
Optimize Time. Strengthen Your Position.
Risk and reward are always linked - and our credit ratings make that link crystal clear. By quantifying risk against potential profit, you can:
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Automate approvals for low-risk customers
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Apply due diligence on higher-risk deals