Turning Data into Strategy: Forecasting Liability and Claim Value in Mass Tort and Class Action Litigation

Subject Matter Expert –
Predictive analytics in class action litigation forecasting

For mass tort and class action attorneys, early access to structured claimant data is more than just informative—it’s foundational for shaping effective legal and business strategies. Leveraging analytics at the outset allows firms to better evaluate liability exposure, estimate claim values, and guide decisions around staffing, marketing, and negotiations.

Using Early Data to Forecast Case Value 

Early-stage data—such as product exposure, timelines, and preliminary injury details—can be used to model claim value ranges and potential case volume. This forecasting helps firms prioritize which dockets to invest in, anticipate resource needs, and support more accurate case budgeting.

Anticipating Treatment Patterns and Costs 

In medical mass torts, predictive analytics can help estimate treatment pathways and associated costs. By identifying common medical procedures, diagnostic trends, and long-term care needs, firms can prepare for the types of damages likely to be claimed and assess their potential impact on settlement value.

Visualizing the Data for Actionable Insights

Dashboards and interactive visuals translate complex datasets into actionable insights. Examples include: 

  • Geographic distribution of claimants 
  • Average claim value projections over time 
  • Comparative visuals of treatment trends across demographics 

These tools enable attorneys to monitor litigation trends in real-time and adapt strategy as needed.

Strategic Litigation Benefits 

Forecasting and data modeling provide key advantages: 

  • Better alignment of internal resources to docket needs 
  • Enhanced credibility in settlement negotiations
  • Stronger communication with co-counsel and clients 
  • Improved decision-making on case prioritization and outreach

Put Your Data to Work

At Verus, we help firms turn early claim data into clear insights that support stronger litigation and operational outcomes. Whether you’re managing a large class action or mass tort portfolio, our tools help you forecast with confidence and act with precision. 

Have a question about forecasting claim value or using data to strengthen your case strategy? 

Our team is here to help. Let’s talk about how analytics can support your mass tort or class action litigation.

Disclaimer: This article provides information for general knowledge and informational purposes only, and does not constitute legal advice. Readers should consult with qualified legal counsel for advice tailored to their specific circumstances.

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