Valuation Clarity for High-Stakes Litigation.
Darrow delivers a clear view of value, risk tradeoffs, and portfolio impact - through underwriting outputs designed to be reviewed, shared, and acted on.
A clear, structured view of legal merit, key assumptions, and drivers of risk across the matter.
Data-informed modeling of potential class size, damages exposure, and economic upside.
Consistent, comparative measures that contextualize uncertainty across cases and strategies.
Scenario-based views of potential resolution ranges and likely paths to outcome over time.
A shareable memo that documents methodology, comparables, and conclusions - designed for partners, committees, and other stakeholders.
Case Economics, Ready for Stakeholders.
A clear, defensible analysis that supports decisions, diligence, and financing - grounded in quantified inputs and transparent assumptions. Includes scenario ranges and key figures in a format partners can review in minutes.
Expected Settlement Value
Modeled settlement range based on outcomes in closely comparable matters.
Probability of Success
Estimated likelihood of achieving a class-wide monetary resolution, grounded in historical outcomes.
Estimated Time to Resolution
Projected timeline to resolution based on duration patterns in comparable cases.
Risk-Adjusted Value to the Firm
Expected value after accounting for success probability, consolidation risk, and firm share.
Attorney Fees
Estimated fee pool derived from modeled settlement outcomes and historical fee awards.
Collectibility Risk
Assessment of the defendant's ability to satisfy a monetary settlement.
Consolidation Risk
Likelihood of competing actions impacting leadership position or fee allocation.
Firm Share
Portion of total economics attributable to the firm after anticipated splits and structures.
“Darrow's work addresses a clear need in our industry. Their AI-driven approach is the kind of practical innovation that improves decisions, not just processes.”
Underwriting that Aligns Stakeholders
Predictive litigation analytics bring legal, financial, and strategic clarity - using a shared, defensible framework grounded in data and expert analysis.
Plaintiff Firms
Decide whether to pursue, expand, or resolve matters with clear views into legal merit, scale, value, and tradeoffs - before committing significant time and resources.
Litigation Funders
Compare and evaluate opportunities using consistent measures of value, risk, and timing - supporting disciplined portfolio construction and capital allocation.
Underwriters & Insurers
Assess litigation exposure and reserve requirements with data-backed scenarios and transparent assumptions that can be communicated with confidence.
Enterprise Legal & Risk Teams
Understand potential exposure across claims, prioritize matters, and clearly communicate legal and financial implications to executives and boards.
Scenario-Based Valuation
Litigation outcomes are uncertain by nature. Darrow models value across multiple scenarios to reflect real-world variability - so teams can understand upside, downside, and tradeoffs before committing.
Conservative Case
Assumes lower-end outcomes based on historical settlements, stricter procedural hurdles, and downside risk.
Base Case
Represents the most likely outcome based on closely comparable matters and observed settlement behavior.
Aggressive Case
Reflects higher-end outcomes where liability, scale, and leverage develop favorably.
A Shared Standard for Legal Underwriting
Evaluating legal matters requires synthesizing many inputs. Darrow brings them together in a single, transparent framework - making it easier to compare matters, communicate assumptions, and align decisions across teams.
200,000+
case dockets analyzed
Darrow's underwriting is built on historical case outcomes and comparable matters - not broad averages.
The Intelligence Behind the Underwriting
Darrow is built as a multi-layer intelligence system, designed to surface what's hidden, interpret what matters, and apply underwriting rigor to complex legal decisions.
Surface the Signals
Continuously scans millions of legal and public sources to inform class size, damages, and exposure modeling.
Apply the Law
Connect facts, statutes, and precedent so evaluations reflect legal reality. Not just data patterns.
Model Value and Risk
Structured methodologies translate signals into scenarios, timelines, and risk-adjusted views of value.
Deliver the Underwriting Memo
Packages findings into clear, shareable memo and supporting outputs teams can use immediately.
