Darrow AI

Darrow AI is a legal intelligence platform that uses machine learning and data analytics to help plaintiffs’ firms identify, evaluate, and prioritize high-value litigation opportunities. The tool continuously scans large volumes of public data—such as regulatory filings, government reports, news, and company disclosures—to detect patterns and events that may indicate potential class actions, mass torts, or other impactful cases. Its algorithms assess factors like potential damages, affected populations, jurisdiction, and legal viability to surface cases with strong merit and significant impact.

Key capabilities include automated case discovery, preliminary case assessment, and data-backed case valuation. Attorneys can review structured case briefs generated by the system, which summarize the underlying facts, potential legal claims, relevant statutes, and likely defendants. Darrow AI also supports workflow management by enabling firms to track leads, collaborate internally, and prioritize cases based on strategic and financial criteria.