Weighting Litigation Findings by Severity (2026)
Why court cases must be weighted by how serious they are, not counted, which factors decide severity, a simple model for ranking matters, and the mistakes that make a weighting misleading. Last verified October 2026.
Explainer · Litigation Risk Scoring
Every business of any size has some litigation, so counting cases tells you almost nothing about risk. What matters is weight: a single admitted insolvency petition can outweigh fifty routine consumer complaints, and a serious fraud case against a promoter can outweigh a shelf full of small civil suits. Severity weighting is the discipline of ranking the matters you find by how much each one actually matters, so the few that could change your decision rise to the top. This explainer covers why weighting beats counting, the factors that decide severity, a simple model for ranking matters, and the mistakes that make a weighting misleading. Last verified October 2026.
- Weight, do not count: one severe matter can outweigh dozens of routine ones.
- Five factors: type of matter, status, amount at stake, recency, and the party's role.
- Top tier: insolvency, SARFAESI enforcement, fraud and serious crime drive the risk on their own.
- Read with confidence: only weight a matter once it is firmly tied to the party, not a same-named stranger.
01Why weight instead of count
A case count measures activity, not risk. A large operating company generates routine disputes in the ordinary course: consumer complaints, small recovery suits, employment matters. None of it may threaten the business. Meanwhile a quiet company with a single pending insolvency petition, or a promoter facing a serious criminal case, can be far riskier than the busy one, even though it has fewer matters.
Weighting fixes this by asking, for each matter, how much it could actually do to your decision. It is the step that turns a pile of findings into a usable risk view, and it is what sits underneath any honest risk score or band. For how that view is built overall, see what a litigation risk score is, and for the bands it produces, litigation risk bands.
02The factors that decide severity
Five factors, read together, decide how much a matter weighs:
- Type of matter. The single biggest driver. Insolvency, enforcement and serious crime sit far above routine consumer or civil disputes.
- Status. An active, pending matter weighs more than one disposed years ago. A live petition is a different signal from a settled suit.
- Amount at stake. A large claim or demand weighs more than a small one, where the figure can be read from the record.
- Recency. A recent filing is a sharper signal than an old matter, and a pattern of recent matters sharper still.
- Party role. Whether the party is defending a serious claim, or whether a matter attaches to a promoter or guarantor personally, changes how much it bears on recovery.
No single factor settles it. A small but recent, active fraud case can outweigh a large but old, disposed civil suit.
03A simple severity model
A practical weighting sorts matters into tiers, so a reviewer knows where to spend attention:
| Tier | Typical matters | How to treat it |
|---|---|---|
| Severe | Insolvency petitions, SARFAESI enforcement, fraud and serious crime | Drives the risk on its own, read every one closely |
| Significant | Large recovery suits, big or repeated tax demands, title disputes over key assets | Can change pricing, terms or valuation, read and assess |
| Routine | Ordinary consumer complaints, small civil suits, employment matters | Note in volume, summarise rather than detail |
| Stale | Old, disposed matters with no live consequence | Record for completeness, low weight |
The tiers are a guide, not a formula. The point is that one severe matter can put a party at the top of the risk view regardless of how few other matters there are, and a hundred routine ones do not add up to a severe one.
04Severity is not the only axis
Severity answers how much a matter matters. It does not answer whether the matter is even the party's own. A severe-looking case that turns out to belong to a same-named stranger should carry no weight at all, which is why severity has to be read alongside a match confidence, a separate number for how firmly the matter is tied to the party.
Combine them deliberately: a high-confidence severe matter is where attention goes first; a low-confidence severe matter is a reason to confirm identity urgently before it drives anything; a high-confidence routine matter is noted and set aside. See match confidence in litigation search.
Counting cases tells you how busy a company is. Weighting them by severity, once you are sure they are the company's own, tells you how worried you should be.
05The pitfalls that distort a weighting
A few common mistakes turn a weighting into a misleading one:
- Letting volume creep back in. A long list of routine matters can look alarming in aggregate; resist treating quantity as severity.
- Ignoring status. Weighting an old disposed matter like a live one overstates risk; ignoring a recent filing understates it.
- Counting unconfirmed hits. Weighting a matter before confirming it belongs to the party inflates the risk with a stranger's case.
- Missing the connected party. A clean company with a promoter facing a serious matter can be weighted as low risk only if no one searched the promoter. See how to check the litigation history of a director or promoter.
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 severity weighting is built into the band it produces. 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, promoters and guarantors, and a Coverage sheet showing what was searched. The band weights severe matters such as insolvency, SARFAESI enforcement and serious crime above routine disputes, so a single serious matter can drive the band rather than being lost in a count, and every finding carries a match confidence, so a matter is not weighted until it is firmly tied to the party rather than a same-named stranger. Constant Monitoring can then watch a list of names and report New, Changed and Closed matters on a daily, weekly or monthly scan, so the weighting stays current as matters are filed or disposed. 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 weighting, 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
- Insolvency and Bankruptcy Board of India: ibbi.gov.in
- National Judicial Data Grid (official pendency data): njdg.ecourts.gov.in
- Claw: clawlaw.in
This is a general explainer for an Indian B2B audience, not legal advice. Severity weighting supports a risk view; it does not replace counsel on any specific party or matter.
08Frequently asked questions
Why weight litigation findings instead of counting them?
Because a case count measures activity, not risk. A large company has routine litigation that threatens nothing, while a company with one admitted insolvency petition or a promoter facing serious crime can be far riskier with fewer matters. Weighting ranks matters by how much each could actually do to your decision.
What factors decide how severe a matter is?
Five, read together: the type of matter (insolvency, enforcement and serious crime weigh most), its status (active weighs more than disposed), the amount at stake, how recent it is, and the party's role, including whether it attaches to a promoter or guarantor personally. No single factor settles it.
Which matters are the most serious?
Insolvency petitions, SARFAESI and recovery enforcement, and fraud and serious criminal cases sit in the top tier because they threaten the business and recovery directly. Large recovery suits, big tax demands and title disputes over key assets are significant. Ordinary consumer and small civil suits are routine and matter mainly in volume.
How does match confidence affect weighting?
Severity says how much a matter matters; match confidence says whether it is even the party's own. A severe matter that belongs to a same-named stranger should carry no weight, so a matter is only weighted once it is firmly tied to the party. The two axes are read together, not confused.
What are the common mistakes in weighting?
Letting a long list of routine matters look alarming in aggregate, treating an old disposed matter like a live one, weighting a finding before confirming it belongs to the party, and missing a connected party such as a promoter whose serious matter would change the whole picture.