Private AI · Plaintiff Intelligence
Private AI Plaintiff Intelligence for MDL Leadership
From the moment plaintiff fact sheets are collected, TortEra structures them with private AI — giving MDL leadership the intelligence to understand the inventory, surface cohorts and outliers, support bellwether selection, close proof gaps, and carry the case through to settlement.
Built for PSCs, MDL leadership, plaintiff firms, settlement administrators, and neutrals managing complex mass tort inventories.
Plaintiff Intelligence Snapshot · Illustrative
P-20481
- Key facts extracted
- 24 fields
- Cohort
- Toxic exposure
- Proof gaps
- 2 gaps
- Bellwether signal
- Strong
Source-linked evidence
Review status
In review · Source-linked
From fact sheets to plaintiff intelligence
One private AI workflow, across the plaintiff inventory.
TortEra is the private AI intelligence layer on the plaintiff inventory — after fact sheets are collected in court-ordered portals, before and through settlement. It analyzes the inventory and informs leadership decisions: intelligence, not claims administration, and not an intake or exchange portal.
PFS · PPF · PDFs · records collected
Structure & normalize facts
Source-linked · Human review
Inventory · Cohorts · Bellwether
Scoring · Reporting · Court-ready
What we deliver
Reports and intelligence your team can act on.
TortEra delivers plaintiff intelligence — from the first fact sheets through settlement — not a system your team logs into daily. Each matter is configured on a reusable private AI platform.
Inventory & Cohort Insights
A live view across the full plaintiff inventory — injury clusters, exposure patterns, outliers, and firm-level quality.
Bellwether Candidate Support
Surface representative, well-documented, and outlier cases to inform bellwether selection and case strategy.
Proof-Gap Analysis
Identify missing, inconsistent, or incomplete information across the inventory — early, not at the deadline.
Source-Linked Findings
Every extracted fact tied back to the PFS, record, or narrative that supports it.
Settlement-Readiness Reports
When settlement criteria arrive, structured settlement-readiness analysis and scoring based on the approved criteria and available evidence.
CMO & Common-Benefit Reporting
Court-ready CMO compliance, common-benefit, and legal time & fee reporting for leadership.
Reporting & common-benefit
Also supports CMO compliance and common-benefit reporting.
Beyond plaintiff scoring, TortEra produces the leadership and court reporting complex mass torts require — including CMO compliance, common-benefit allocation, and legal time and fee tracking, all source-linked and court-ready.
Who it helps
Built for the teams responsible for mass tort outcomes.
PSCs & MDL Leadership
Understand the inventory early — cohorts, proof gaps, bellwether candidates, and firm-level quality across the case.
Learn more →Plaintiff Firms
Structure fact sheets, surface missing proof, and strengthen inventories long before submission deadlines.
Learn more →Settlement Administrators
Accelerate review, scoring, proof-gap detection, and court-ready reporting at settlement.
Learn more →Special Masters & Neutrals
Review structured, source-linked findings with transparency and auditability.
Learn more →Proven in production
Built on production infrastructure used in live mass tort work.
TortEra is not a concept. It is built on production infrastructure used for plaintiff data workflows, secure document upload, and common-benefit and MDL leadership reporting. Matter-specific details are available under NDA.
Plaintiff data, in production
Our extraction technology structures plaintiff fact sheet data for active mass tort matters today.
Leadership reporting, in production
Leadership committees use our reporting to analyze firm time and common-benefit data.
Secure document upload, in production
Firms send fact sheets, records, and supporting documents through our secure upload portal.
“[TortEra's reporting platform] allowed the committee to quickly slice and analyze firm hours in ways not possible before…”
— Client feedback published on tortera.com
“Finally, the job no one in Leadership looks forward to is made simple…”
— Client feedback published on tortera.com
FAQ
Common questions
TortEra is private AI plaintiff intelligence for MDL leadership. From the moment plaintiff fact sheets are collected, it structures them with private AI and delivers inventory insights, cohort and bellwether analysis, proof-gap tracking, and — at settlement — plaintiff scoring and court-ready reporting.
Plaintiff intelligence is the structured, source-linked understanding of a mass tort plaintiff inventory — the facts, cohorts, outliers, proof gaps, and bellwether signals across the population — extracted from collected fact sheets and records with private AI. It is what lets MDL leadership understand the inventory and make decisions, as distinct from per-case demand-building or claims administration.
A plaintiff fact sheet (PFS), and the related plaintiff profile form (PPF), is the standardized questionnaire each plaintiff completes in an MDL or mass tort — capturing injury, exposure, treatment, timeline, and product-use facts. Once these are collected, TortEra structures and validates them into source-linked plaintiff intelligence.
Bellwether selection is the process of choosing representative cases to be tried first in an MDL, whose outcomes inform the value and strategy of the broader inventory. TortEra supports it by surfacing representative, well-documented, and outlier plaintiffs across the inventory early in the case.
Early. As soon as plaintiff fact sheets are collected, TortEra begins structuring the inventory — so leadership has intelligence to act on long before settlement, including for bellwether selection and case strategy. TortEra stays with the case through to settlement scoring and reporting.
No. TortEra delivers plaintiff-intelligence reports and outputs. It is a configured private AI service, not a seat-based system your team logs into daily.
No. TortEra is not an intake platform and does not run initial questionnaire or fact-sheet collection. It engages after plaintiff fact sheets and supporting documents are collected — structuring, validating, and analyzing them into plaintiff intelligence. Existing clients can send already-collected records through a secure document upload.
No. TortEra is configured for each matter on a reusable private AI platform. Every mass tort has different fact sheets, proof requirements, scoring criteria, and reporting needs, so each matter is configured — not built from scratch.
No. TortEra is not a custom development shop. The platform provides reusable workflows for fact extraction, validation, case intelligence, scoring, and reporting. Each matter is configured on top of that platform.
No. TortEra supports human review by extracting facts, linking them to source evidence, identifying proof gaps, and routing exceptions. Final decisions remain with authorized legal, administrative, or settlement teams.
TortEra is built for complex mass torts and MDLs — including environmental and toxic exposure, sexual abuse and sensitive claims, and other large, criteria-driven claim inventories — where outcomes depend on extracting and validating specific facts.
TortEra can analyze plaintiff fact sheets, profile forms, PDFs, medical records, exposure narratives, questionnaires, supporting documents, spreadsheets, settlement matrices, CMOs, and court orders.
TortEra is designed for confidential litigation and settlement workflows: private AI processing, source-linked findings, human validation, audit trails, and configurable matter-specific data handling.
See how TortEra turns plaintiff fact sheets into case intelligence.
Share a sample set of fact sheets, PDFs, records, or narratives. We'll show how TortEra structures the inventory, surfaces cohorts and proof gaps, supports bellwether selection, and carries the case through to settlement readiness and reporting.
or call 408.850.4900