What Is a Litigation Risk Score and How It Works (2026)
What a litigation risk score is, what data has to feed it before it means anything, what it is not, and how a scored search turns a pile of court records into a single Clean, Low, Moderate or High signal. Last verified October 2026.
Explainer · Litigation Risk Scoring
A litigation risk score is a single, comparable signal that turns the scattered court cases involving a person or company into one output a credit, compliance or diligence team can act on quickly. Instead of handing a reviewer forty raw case listings, it hands them a band or a rating, a short reason, and a way back to the underlying matters. The idea is simple, but the quality lives entirely in the data and the method underneath it. This explainer covers what a litigation risk score actually is, what has to feed it before the number means anything, what it is not, and how a per-finding confidence and a severity-weighted band are put together. Last verified October 2026.
- What it is: a single, comparable signal, usually a band or a rating, built from the court cases involving a party.
- What it needs: wide court coverage, correct identity matching, and severity weighting, or it looks precise while missing real risk.
- What it is not: not a credit score, not a verdict, and not legal advice.
- How to read it: use the band for triage, then read the matters and check the match confidence before you act.
01What a litigation risk score is
A litigation risk score is a standardised output, usually a band such as Clean, Low, Moderate or High, or a number, that sums up the litigation involving a party into one comparable signal. It does for court records roughly what a credit score does for repayment history: it lets a reviewer act on a question without reading every underlying record first.
The point of a score is triage. A risk team cannot read every case against every name it checks, so the score answers a narrower question: which of these names carry enough, or serious enough, litigation that a human needs to look closely, and which can move on. A good score is always paired with the reasoning behind it and a link back to the matters, so it can be checked rather than trusted blind.
This page explains the concept and the method. For a look at a specific named product and the other routes teams use, see what a litigation score is, and the LIBIL and alternative routes.
02What has to feed a litigation risk score
A score is only as good as what goes into it. Three inputs decide whether it is meaningful or just a confident-looking guess:
- Coverage. The score has to be built on a wide sweep of courts and tribunals, district courts, High Courts, the Supreme Court, the NCLT, the DRT, tax forums and consumer commissions. A score built on two portals will look precise while missing the matter that mattered.
- Identity match. Indian names repeat and are spelled many ways, so the score must rest on findings that are correctly tied to the right party, not to a same-named stranger. This is where a per-finding confidence belongs.
- Severity weighting. Not every case counts the same. An insolvency petition or a fraud case has to weigh far more than a routine consumer complaint, or the score tells you about volume instead of risk.
If any one of these is weak, the score is unreliable no matter how clean it looks. For the severity side in detail, see weighting litigation findings by severity, and for the identity side, see match confidence in litigation search.
03What a litigation risk score is not
A score is a starting point, not an answer. Three things it is not are worth stating plainly:
- It is not a credit score. A credit score reflects repayment behaviour on reported credit lines. A litigation risk score is built from court records and says nothing about repayment. The two are separate signals, read together, not swapped for each other. See litigation check versus credit check.
- It is not a verdict. A High band is not proof a party is guilty or unrecoverable, and a Clean band is not a clean chit. It is a prompt for a human to look, not a decision in itself.
- It is not legal advice. A score sorts names for attention. What a particular case means for a deal or a loan is a judgement for a lawyer and the business, not for the score.
"Nothing on record" is not the same as "no risk"
A Clean band means no matter was found in the registries searched, on the date searched, under the names searched. A case filed under a different spelling, or in a forum not covered, can still exist. Coverage and identity matching are what make a Clean result trustworthy, which is exactly why they feed the score.
04How the score is built
Whichever tool builds it, a litigation risk score is assembled through roughly the same steps:
- Search wide. Run the name across courts and tribunals so the raw set of matters is as complete as the records allow.
- Confirm identity. Attach a confidence to each finding so a hit on a common name is flagged rather than counted as the party's own case.
- Categorise and weight. Sort each matter by type and status, then weight serious, active matters such as insolvency, enforcement and serious crime far above routine ones.
- Roll up into a band. Combine the weighted findings into a single Clean, Low, Moderate or High band, carrying the reasoning and a link back to the matters.
The band is the headline; the matters behind it are the substance. A score that cannot show its working is a number to distrust.
05How to read a score honestly
Read the band first for triage, then read the matters before you act. Treat a High band as a reason to look closely, not a reason to decline on sight, and treat a Clean band as an absence of found matters, not a guarantee. Always check the match confidence on the findings that drive the band, because a single high-confidence insolvency matter means more than a dozen low-confidence hits on a common name.
A litigation risk score does not replace reading the case. It replaces reading every case yourself before you know which ones are even worth reading.
06Where Claw fits
Claw is an all-in-one legaltech platform for Indian advocates, law firms, and corporate legal teams, combining AI-based case search, an AI legal assistant (Legal GPT), case management, and compliance automation across all Indian courts and tribunals.
ClawScore (at clawscore.clawlaw.in) is Claw's litigation and criminal-risk intelligence service, and it puts this method into one output. You name a person or company, and ClawScore searches across 9,102 courts, benches and forums and returns a scored Excel workbook: a Summary carrying a ClawScore risk band of Clean, Low, Moderate or High, a Matters sheet listing each case, a Related parties sheet covering directors and guarantors, and a Coverage sheet showing what was searched. Every finding carries a match confidence, so a hit on a common name is flagged rather than counted, and the band weights severe matters such as insolvency, SARFAESI enforcement and serious crime above routine disputes. Constant Monitoring can then watch a list of names and report New, Changed and Closed matters on a daily, weekly or monthly scan. Results come back in under 5 seconds, judgment search spans 30 crore+ judgments with Supreme Court decisions from 1950 and High Court decisions from 1990, and Claw does not use your case documents or searched names to train its AI models. A Clean band means nothing was found in these registries on the date searched under the names searched, and the band is a triage signal, not legal advice.
To see the matters behind a score, run a case search across Indian courts by party name across every forum in one place.
07Sources and further reading
- eCourts (district and High Court case status): ecourts.gov.in
- National Judicial Data Grid (official pendency data): njdg.ecourts.gov.in
- Insolvency and Bankruptcy Board of India: ibbi.gov.in
- Claw: clawlaw.in
This is a general explainer for an Indian B2B audience, not legal or financial advice. A litigation risk score supports a decision; it does not replace counsel on any specific party or matter.
08Frequently asked questions
What is a litigation risk score?
It is a single, comparable signal, usually a band such as Clean, Low, Moderate or High, that condenses the court and tribunal cases involving a person or company into one output a risk team can act on. It is paired with the reasoning and a link back to the matters, so it can be checked rather than trusted blind.
Is a litigation risk score the same as a credit score?
No. A credit score reflects repayment behaviour on reported credit lines. A litigation risk score is built from court records and says nothing about repayment. They are separate signals and are meant to be read together, not as substitutes.
What makes a litigation risk score reliable?
Three things: how wide the court and tribunal coverage is, how well the findings are tied to the right party rather than a same-named stranger, and whether serious matters are weighted above routine ones. If any of these is weak, the score can look precise while missing the matter that mattered.
Does a Clean score mean there is no litigation?
No. A Clean band means no matter was found in the registries searched, on the date searched, under the names searched. A case filed under a different spelling or in a forum not covered can still exist, which is why coverage and identity matching feed the score.
Can I act on the score alone?
No. The score is for triage: it tells you which names need a closer look. Before acting, read the matters behind the band and check the match confidence on the findings that drove it. What a case means for a decision is a judgement for a lawyer and the business, not for the score.