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Deep research for class action law firms
Kalinda helps class action law firms qualify potential cases in minutes with AI. The nature of class action/mass torts involves thousands of cases for a single lawsuit. For every plaintiff (injured person), law firms involved in these cases compile everything from the products they used to the injuries they have. This data is extensive, granular, and buried deep in thousands of pages of medical, financial, and employment records and others. Kalinda extracts, summarizes, and aggregates data from these records for attorneys with AI. When scaled across an entire litigation, Kalinda works tirelessly and in parallel—turning a process that once took months into just a few hours. Kalinda provides firms with the equivalent manpower of hundreds of paralegals and legal nurses, allowing them to quickly determine which claimants are eligible and helping them file faster and in greater volume. To date, we’ve processed 600k pages of records and are live with 2 of the largest plaintiff law firms in the U.S!
Kalinda is a vetting engine designed for mass tort law firms, automating intake, data collection, and medical record review to accelerate case processing at scale. It integrates with existing CMS and provides AI-driven agent workstreams to triage and enrich plaintiff data, aiming to reduce manual review and speed settlements.
Kalinda connects to a firm's existing case management system, identifies missing information across cases, and automatically reaches out to plaintiffs via calls and texts to collect data. It builds an extraction blueprint from defined natural-language fields to structure medical and factual records, and deploys AI agents to handle end-to-end case tasks. The platform supports intake automation, records review and data extraction, outbound outreach, data synchronization back to the CMS, and configurable triage rules, all while preserving human handoff when needed and maintaining activity transcripts for visibility.
Who it’s for: Mass tort law firms handling large claimant volumes seeking faster intake, data enrichment, and scalable record review.
Active leadership firms using the platform; enterprise-grade security and HIPAA certification; rapid setup within one week
CEO @ Kalinda. Prev. AI research at LUKA Lab. Co-founded and scaled a STEM non-profit to 7000 students worldwide. On a mission to deliver justice faster and for more in the fight against corporate negligence.
CTO @ Kalinda. Prev. AI research at Pacific Northwest National Lab. Co-founded and scaled a STEM non-profit to 7000 students worldwide. On a mission to deliver justice faster and for more in the fight against corporate negligence.
Kalinda helps class action law firms qualify potential cases in minutes with AI
Kalinda offers AI-assisted case qualification for class action and mass tort firms. The product extracts and aggregates proof of use and injury, scores cases, and generates an actionable report so firms determine validity quickly; they’ve processed 600k pages and are live with two large U.S. plaintiff firms.
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