Intake Intelligence for Mass Tort Law Firms and Legal Marketing Organizations

In mass tort, bad data is expensive. Whether you are purchasing cases, generating leads, qualifying claimants, or managing largescale intake operations, the ability to verify, score, and validate claim quality has never been more important.

AUDITi is an AI-powered intake intelligence platform built specifically for the mass tort ecosystem. It helps law firms and legal marketing organizations identify fraudulent, duplicated, coached, incomplete, or low-quality claimants before those cases create financial, operational, and legal exposure. Built by the team behind AUDITLab, AUDITi was engineered inside real-world mass tort operations managing massive claimant inventories at scale.  

AUDITi is an AI-powered intake intelligence platform built specifically for the mass tort ecosystem. It helps law firms and legal marketing organizations identify fraudulent, duplicated, coached, incomplete, or low-quality claimants before those cases create financial, operational, and legal exposure. Built by the team behind AUDITLab, AUDITi was engineered inside real-world mass tort operations managing massive claimant inventories at scale.  

AUDITi is an AI-powered intake intelligence platform built specifically for the mass tort ecosystem. It helps law firms and legal marketing organizations identify fraudulent, duplicated, coached, incomplete, or low-quality claimants before those cases create financial, operational, and legal exposure. Built by the team behind AUDITLab, AUDITi was engineered inside real-world mass tort operations managing massive claimant inventories at scale.  

Transforming companies around the globe:

Services

Services

Smarter Intake Starts Before the Case Is Signed

Traditional intake platforms collect information. AUDITi analyzes it.

The platform continuously evaluates claimant submissions, intake responses, behavioral signals, and cross-case patterns to surface risks that human reviewers often miss.

Detect potentially fraudulent or non-genuine claimants
Detect potentially fraudulent or non-genuine claimants
Identify duplicate claimants across campaigns and torts
Identify duplicate claimants across campaigns and torts
  • I was exposed to firefighting foam during my military service and later developed health complications connected to PFAS exposure.

  • I saw a social media ad about the lawsuit and believe my medical condition may qualify for compensation.

  • I used talcum powder products daily for many years and was diagnosed with ovarian cancer in 2021.

Flag suspicious intake behavior and inconsistencies
Flag suspicious intake behavior and inconsistencies
Detect coached or scripted responses
Detect coached or scripted responses

🚩

Validate claimant quality before purchase or submission
Validate claimant quality before purchase or submission

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2

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Reduce downstream fallout and rejected inventories
Reduce downstream fallout and rejected inventories
Create cleaner, more defensible claimant datasets
Create cleaner, more defensible claimant datasets
Improve acquisition efficiency and conversion quality
Improve acquisition efficiency and conversion quality
Identity Verification
Document Quality Check
Data Accuracy Review
Compliance Validation

Setup process

Setup process

Built for Both Sides of the Mass Tort Pipeline

For Law Firms

For Law Firms

AUDITi helps plaintiff firms protect acquisition spend and improve inventory quality before cases move deeper into litigation.

Use AUDITi to:

Score inbound claimant quality

Audit purchased inventories

Validate vendor submissions

Reduce duplicate or questionable filings

Improve operational confidence

Build stronger, cleaner dockets

For Legal Marketing Organizations

For Legal Marketing Organizations

AUDITi gives marketing firms the ability to validate and strengthen the quality of the leads and inventories they deliver to law firms.

Use AUDITi to:

Improve buyer confidence

Detect duplicate or recycled leads

Audit intake vendor performance

Validate campaign quality

Identify fraudulent or low-quality submissions

Increase inventory transparency

Differentiate your organization with verified quality controls

AI-Powered Claimant Intelligence

AUDITi combines AI analysis with operational intake intelligence to evaluate:

Intake forms
Call center responses
Narrative consistency
Submission patterns
Contact information legitimacy
Cross-database duplication
Behavioral anomalies
Risk scoring indicators
Historical intake trends

Enterprise-Scale Intake Intelligence

Enterprise-Scale Intake Intelligence

Whether you process hundreds of claimants per month or hundreds of thousands, AUDITi was designed to operate at scale.

The platform can function as:
A standalone intake intelligence platform
A fraud detection and prevention system
A vendor auditing platform
A lead quality scoring engine
A pre-purchase inventory validation layer
An intake optimization solution
Built specifically for mass tort operations
Rapid deployment

Operational Visibility You’ve Never Had Before

AUDITi transforms intake from a reactive process into an intelligence-driven operation.

Vendor quality performance
Intake team accuracy
Fraud trends
Duplicate claimant frequency
Campaign-level risk
Conversion quality
Geographic anomalies
Behavioral trends

Why Organizations Choose AUDITi

AI-powered intake intelligence
Lead and inventory quality scoring
Existing system compatibility
Designed for both law firms and marketing organizations
Fraud and duplicate claimant detection
Enterprise-scale architecture
Built specifically for mass tort operations
Rapid deployment

Designed by Real Mass Tort Operators

Designed by Real Mass Tort Operators

Designed by Real Mass Tort Operators

AUDITi was not built by generic software developers attempting to understand legal intake. It was engineered by teams that have spent years operating inside high-volume plaintiff litigation environments where intake quality directly impacts case value, operational efficiency, and litigation outcomes.

AUDITi was not built by generic software developers attempting to understand legal intake. It was engineered by teams that have spent years operating inside high-volume plaintiff litigation environments where intake quality directly impacts case value, operational efficiency, and litigation outcomes.

How AUDITi Works

AUDITi helps law firms and lead buyers quickly evaluate whether a submitted lead appears authentic, reachable, and internally consistent before valuable time and money are spent on intake, outreach, or downstream processing. Rather than relying on a single signal, AUDITi analyzes patterns across identity, contactability, and behavioral data to surface inconsistencies commonly associated with low-quality, unverifiable, or misrepresented submissions. The platform was purpose-built for high-volume legal intake environments where speed matters, but blind trust is expensive.

Framework

Framework

The AUDITi Scoring Framework

AUDITi evaluates every lead across two core intelligence layers designed to work together.

Layer 1

Layer 1

Contactability &
Identity Integrity

Contactability &
Identity Integrity

This layer evaluates whether the submitted identity appears real, reachable, and operationally trustworthy.

AUDITi analyzes a wide range of signals related to:

Phone activity and reliability
Email age and deliverability
Address occupancy and classification
Demographic validation indicators
Cross-source identity verification
Overall authenticity confidence

The system is designed to identify situations where the provided information may not align with the behavior patterns typically associated with established, verifiable individuals.

The system is designed to identify situations where the provided information may not align with the behavior patterns typically associated with established, verifiable individuals.

Examples of signals this layer may identify include:

Disconnected or inactive phone numbers
Newly created email accounts
Virtual or disposable communication methods
Vacant or commercial addresses
Name and address inconsistencies
Elevated identity authenticity concerns
Multiple low-confidence signals appearing together

Importantly, AUDITi does not make legal conclusions or fraud accusations. Instead, the platform identifies patterns that may warrant additional verification before intake, purchase, or delivery. Some signals are considered stronger than others, and AUDITi weighs corroborating evidence heavily when calculating overall risk.

Layer 2

Layer 2

Identity Coherence

Identity Coherence

A legitimate identity tends to leave a consistent and connected footprint over time. This layer evaluates whether a lead’s identity components logically fit together across historical and third-party data sources.

AUDITi looks for consistency between:

Name and address history
Phone ownership patterns
Email association history
Identity network stability
Linkage strength between submitted data points

Why Multiple Signals Matter

Single signals alone rarely tell the full story.

For example:

A new email address by itself may be completely legitimate

A virtual phone number alone may not indicate concern

A recent move can temporarily create identity mismatches

Some legitimate users prefer privacy-focused communication methods

However, when multiple independent signals appear together, meaningful patterns begin to emerge.

AUDITi was specifically designed to evaluate combinations of signals rather than relying on isolated flags. This layered approach helps reduce false positives while surfacing leads that may require additional review.

Understanding Risk Levels

Understanding Risk Levels

AUDITi organizes findings into operational risk tiers so intake teams can prioritize review efficiently.

Deliverable Candidate

Minimal or no reliability concerns detected.

Process With Awareness

Some soft signals detected, but nothing strongly indicative on its own.

Verify or Recontact

Meaningful concerns identified that may warrant additional outreach or validation.

Verify Before Intake

Multiple corroborating signals detected across different intelligence layers.

Investigate Before Delivery

Strong multi-source inconsistencies detected that significantly reduce confidence in the submission.

These recommendations are designed to support operational decision-making — not replace human review.

Built for Modern Legal Intake Operations

Built for Modern Legal Intake Operations

AUDITi was engineered specifically for mass tort and high-volume legal intake operations where firms must evaluate lead quality at scale.

The platform helps teams:

Reduce time spent on non-viable submissions
Prioritize high-confidence claimants
Improve buyer transparency
Surface verification needs earlier in the intake lifecycle
Build more defensible lead-quality workflows
Increase operational efficiency across intake teams

The result is faster decision-making, improved lead visibility, and greater confidence in intake quality.

Transparent Intelligence, Not Black-Box Decisions

Transparent Intelligence, Not Black-Box Decisions

AUDITi is intentionally designed to provide visibility into why a lead received a certain score. Rather than returning unexplained outcomes, the platform surfaces meaningful contributing signals so users can understand the factors influencing the result. This creates a more transparent review process and allows firms to make informed intake decisions with confidence.  

AUDITi is intentionally designed to provide visibility into why a lead received a certain score. Rather than returning unexplained outcomes, the platform surfaces meaningful contributing signals so users can understand the factors influencing the result. This creates a more transparent review process and allows firms to make informed intake decisions with confidence.  

AUDITi is intentionally designed to provide visibility into why a lead received a certain score. Rather than returning unexplained outcomes, the platform surfaces meaningful contributing signals so users can understand the factors influencing the result. This creates a more transparent review process and allows firms to make informed intake decisions with confidence.  

Scene 01 — The setup

Scene 01 — The setup

Every mass tort lead arrives as just five data points.

Every mass tort lead arrives as just five data points.

A name. A phone. An email.
An address. A DOB. Is that enough to decide whether to commit your firm's resources — or your reputation?

A name. A phone. An email.
An address. A DOB. Is that enough to decide whether to commit your firm's resources — or your reputation?

Is that enough to decide whether to commit your firm's resources — or your reputation?
Is that enough to decide whether to commit your firm's resources — or your reputation?
It has never been enough.
It has never been enough.

Scene 02— The expansion

Scene 02— The expansion

Until you ask the right questions of the right systems.

Until you ask the right questions of the right systems.

635+

635+

Signals From you lead

Signals From you lead

Scene 03 — The compression

Scene 03 — The compression

Six hundred signals is noise. AUDITi compresses them into intelligence.

Six hundred signals is noise. AUDITi compresses them into intelligence.

The algorithm is calibrated against thousands of outcomes across Talc, Roundup, Paraquat, Camp Lejeune, and other major torts.

The algorithm is calibrated against thousands of outcomes across Talc, Roundup, Paraquat, Camp Lejeune, and other major torts.

Every audit your firm runs sharpens it further.

Every audit your firm runs sharpens it further.

Scene 04 — The vocabulary

Scene 04 — The vocabulary

Every score comes with the receipts.

Every score comes with the receipts.

Twenty-four signals, grouped into three layers of evidence.

Twenty-four signals, grouped into three layers of evidence.

Built on five inputs. Powered by six hundred signals. Sharpened by every audit you've ever run. The first intelligent risk scoring engine for mass tort leads.

Built on five inputs. Powered by six hundred signals. Sharpened by every audit you've ever run. The first intelligent risk scoring engine for mass tort leads.

Contactability

  • Phone disconnected

  • Phone inactive

  • Non-fixed VoIP

  • Email invalid

  • New email account

  • Mail drop address

  • Low phone activity

  • Low contact grade

  • Fixed VoIP

  • Catch-all email

  • Vacant address

  • Commercial address

  • Contactability failure

  • Contactability flag

  • Multiple contactability flags

  • Phone disconnected

  • Phone inactive

  • Non-fixed VoIP

  • Email invalid

  • New email account

  • Mail drop address

  • Low phone activity

  • Low contact grade

  • Fixed VoIP

  • Catch-all email

  • Vacant address

  • Commercial address

  • Contactability failure

  • Contactability flag

  • Multiple contactability flags

Authenticity

  • Authenticity signal (strong)

  • Authenticity signal (elevated)

  • Authenticity signal (moderate)

  • Authenticity signal (unvalidated)

  • Authenticity signal (minor)

Identity coherence

  • Address-to-name mismatch

  • Identity coherence (high)

  • Identity coherence (elevated)

  • Identity coherence (moderate)

Contactability

  • Phone disconnected

  • Phone inactive

  • Non-fixed VoIP

  • Email invalid

  • New email account

  • Mail drop address

  • Low phone activity

  • Low contact grade

  • Fixed VoIP

  • Catch-all email

  • Vacant address

  • Commercial address

  • Contactability failure

  • Contactability flag

  • Multiple contactability flags

  • Phone disconnected

  • Phone inactive

  • Non-fixed VoIP

  • Email invalid

  • New email account

  • Mail drop address

  • Low phone activity

  • Low contact grade

  • Fixed VoIP

  • Catch-all email

  • Vacant address

  • Commercial address

  • Contactability failure

  • Contactability flag

  • Multiple contactability flags

Authenticity

  • Authenticity signal (strong)

  • Authenticity signal (elevated)

  • Authenticity signal (moderate)

  • Authenticity signal (unvalidated)

  • Authenticity signal (minor)

Identity coherence

  • Address-to-name mismatch

  • Identity coherence (high)

  • Identity coherence (elevated)

  • Identity coherence (moderate)

Contactability

  • Phone disconnected

  • Phone inactive

  • Non-fixed VoIP

  • Email invalid

  • New email account

  • Mail drop address

  • Low phone activity

  • Low contact grade

  • Fixed VoIP

  • Catch-all email

  • Vacant address

  • Commercial address

  • Contactability failure

  • Contactability flag

  • Multiple contactability flags

  • Phone disconnected

  • Phone inactive

  • Non-fixed VoIP

  • Email invalid

  • New email account

  • Mail drop address

  • Low phone activity

  • Low contact grade

  • Fixed VoIP

  • Catch-all email

  • Vacant address

  • Commercial address

  • Contactability failure

  • Contactability flag

  • Multiple contactability flags

Authenticity

  • Authenticity signal (strong)

  • Authenticity signal (elevated)

  • Authenticity signal (moderate)

  • Authenticity signal (unvalidated)

  • Authenticity signal (minor)

Identity coherence

  • Address-to-name mismatch

  • Identity coherence (high)

  • Identity coherence (elevated)

  • Identity coherence (moderate)

Better Inventories Start With Better Intelligence

Better Inventories Start With Better Intelligence

The quality of a mass tort inventory impacts everything downstream. AUDITi helps law firms and legal marketing organizations create cleaner claimant datasets, improve trust, reduce operational risk, and make smarter intake decisions from day one.

The quality of a mass tort inventory impacts everything downstream. AUDITi helps law firms and legal marketing organizations create cleaner claimant datasets, improve trust, reduce operational risk, and make smarter intake decisions from day one.