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Illuminate the Fraud, Waste & Abuse (FWA) You're Missing. Triage It in Minutes.

Your Special Investigative Unit (SIU) finds some FWA. Lucor finds the rest—and helps you determine which cases to work first. 

AI-powered detection and triage, purpose-built for investigators.
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01 /   Who We Serve

If you're fighting healthcare fraud, waste & abuse (FWA), we're building for you.
Strategic Advisors & Audit Partners

Consulting Firms

Audit & Compliance Partners

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Regulatory Advisors & Contractors

Health Plans & Sponsors

Health Plans (Small & Mid-Sized): Commercial, Medicare & Medicaid

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Third-Party Administrators (TPAs)

Enablers

Health Tech Platforms

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Data Vendors & Analytics Firms

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System Integrators

02 /   Two High-Stakes Problems. One Smart Platform.

Problem 1:
You're Missing High-Value FWA

Your current detection methods—rules engines, sampling, tips—only catch a fraction of what's actually happening in your claims data. Sophisticated schemes slip through. You know it's there, but you can't find it.

Problem 2:
You're Drowning in Noise & Case Backlogs

Even when you do find potential FWA, most leads are false positives or low-value. Your investigators waste weeks chasing dead ends instead of working cases that actually recover money.

Lucor Solves Both with Explainable AI

We find net new FWA hiding in your data—and triage your leads—so you work the right cases first.

03 /   Why Innovative Plan Leaders Choose Lucor

01

Finds what you're missing

Our AI detects FWA patterns your current systems don't catch—complex schemes, coordinated fraud rings, and subtle waste buried in claims data—with full explainability.

03

Explains its work

Every flag and ranking comes with plain language reasoning your investigators can trust and defend to auditors, executives, and law enforcement. No black boxes.

05

Keeps investigators in control

We augment expertise, not replace it. Your team makes final calls. Our AI just finds the cases and helps you identify which ones matter most.

02

Triages in minutes

Rank every lead—new or existing—by true exposure, likelihood of recovery, patient harm, strength of evidence, and other top criteria. Stop guessing which cases to prioritize.

04

Learns from your plan

Our AI adapts to your policies, network structure, and investigator feedback. Gets smarter with every case you close.

06

Ready to scale

Trusted by advisory firms supporting 50+ health plans across Medicare Advantage, Medicaid, and commercial lines.

04 /   How Lucor Works with Your SIU

Whether you have 3 investigators or 100, Lucor delivers the same core value: find net new FWA and triage everything you have. How we deliver it depends on your team size.
For Small SIUs (Under 5 Investigators)

Managed FWA Detection & Triage Services: We Find It, Rank It, Deliver It

Your Challenge: You're stretched too thin to hunt for new FWA patterns. Your existing queue is a mix of high-value cases and noise, but you don't have time to figure out which is which.

 

How Lucor Helps: We run detection and triage for you. On a recurring basis, you receive:

  • Net new FWA leads your current systems missed—ranked according to your criteria

  • Your existing queue, re-triaged—so you know exactly which cases to work first

  • Plain language explanations for every flag and ranking decision

  • Investigation-ready packages with exposure estimates, supporting evidence, and case summaries

  • Compliance validation and data quality checks before delivery
     

Think of it as adding 2–3 full-time senior analysts who only work high-value cases


Outcome: Recover $3–8M in the first year without expanding headcount. Your team focuses on investigation and recovery, not hunting and sorting.

For Mid-Sized SIUs (5–20 Investigators)

LucorScout (Our AI Copilot): Your Team Finds More, Triages Faster

Your Challenge: Your investigators are skilled, but they're spending too much time on data work—looking for new patterns, researching leads, figuring out what to work next. Triage that should take minutes takes hours or days.


How Lucor Helps: LucorScout, our AI copilot, plugs into your workflow, so investigators can:

  • Discover net new, explainable FWA leads hiding in claims and provider data

  • Quickly deep-dive on leads with follow-up analysis

  • Re-rank and prioritize your existing queue based on true impact

  • Generate audit-ready case summaries in minutes

  • Automatically apply plan-specific compliance and policy rules

  • Validate data upstream to prevent wasted reviews

 

Every recommendation is explainable, so your team can review, challenge, or use it immediately in case management.
 

Outcome: 50% faster triage and case throughput. Fewer false positives. Stronger documentation and defensibility.

For Large SIUs (20+ Investigators)

Enterprise Integration: AI Detection & Triage at Scale

Your Challenge: You have mature processes and multiple teams (SIU, Payment Integrity, Compliance), but your detection is siloed and your triage is manual. Cases stall between departments. You're missing cross-program patterns.
 

How Lucor Helps: We integrate directly into your systems via secure API or private-cloud deployment. Detection and triage happen automatically across teams—surfacing new FWA and re-ranking every queue in real time.

  • Configurable AI components for detection, documentation, and compliance

  • API integration with case management, claims, and analytics systems

  • Custom logic based on your plan policies and regulatory requirements

  • Cross-team visibility: everyone works from the same intelligence

  • Role-based access and audit trails for every AI-supported decision


Outcome: 25-35% reduction in time from detection to recovery. Fewer audit surprises. Stronger cross-team coordination and evidence traceability.

For Plan Partners (Advisory, Audit & Consulting Firms)

Embedded AI Partnership: Enhance Your Client Offerings

Your Challenge: You work with multiple health plans to deliver FWA detection, compliance, and recovery services—but scaling impact across clients is difficult. Your analysts face the same data complexity and manual triage challenges as internal SIUs, often relying on time-intensive spreadsheets, sampling, and human judgment.
 

How Lucor Helps: Lucor embeds directly into your firm’s processes as an AI-powered investigation and operations partner—helping your analysts detect, prioritize, and document FWA across all your client engagements.

  • Centralized AI infrastructure that scales across client datasets

  • Configurable detection, triage, and case summarization capabilities

  • Shared analytics and exposure reporting to enhance ROI proof points

  • Secure, compliant data handling across engagements (HIPAA)
     

Outcome: Deliver 2–3x more FWA insights per client with the same analyst headcount. Faster turnaround. Differentiate with AI capabilities competitors can't match.

05 /   Beyond FWA: We Handle Messy, Unstructured PDF Data Others Avoid

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Lucor doesn't just find and triage FWA. We tackle the unstructured data nightmare that bogs down every investigation, audit, and compliance review.

AI-Powered PDF Extraction Engine

Your Challenge: Struggling with hundreds of pages of PDFs, contracts, or policy documents?

Lucor's AI reads, extracts, and cross-references unstructured data with ~90%+ accuracy:

  • Extract fields from thousands of scanned or text-based PDFs—any format

  • Automatically identify in-policy vs. out-of-policy claims

  • Pinpoint the exact policy, page, and paragraph relevant to each case

  • Process medical records, prior authorizations, EOBs, provider contracts, and policy manuals


Outcome: Every case comes with the documentation needed to defend it. No more manual searching. No more weak audit trails.

Collaborating with Trusted Partners

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06 /   Security and Trust 

Backed by experience. Built with the field.

We’ve built AI fraud detection systems for the most sensitive domains in the world—U.S. National Security & Intelligence, the IRS, & CMS. .

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  • Deep Data Security
    Lucor operates in a U.S. healthcare-compliant cloud environment that meets HIPAA and HITRUST CSF control requirements.

     

  • Multiple PoCs & Strategic Partnerships Underway
    With U.S. health plans, consulting firms, TPAs & health plan partners
     

  • Hundreds of Stakeholder Interviews 
    Informed by Fraud, Special Investigative Unit (SIU), Payment Integrity & Compliance executives and users
     

  • Created by Technologists & Strategists
    From ARPA-H, Deloitte, Samsung, MIT and Stanford

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07 /   Why We're Leading the Future

A next-gen solution built for how health plans & FWA investigators actually work—
not how vendors wished they did.
Yesterday

Static Edits & Rules-Based

Post-Pay Focus

("Pay & Chase")

Siloed Systems

Generic Application

Today

Black-Box ML Models & Surface-Level AI

Shift to Pre-Payment
(But Non-Contextualized)

Integrated Dashboards
(Without True Investigation Support)

Infrequent, Vendor-Dependent

Re-Training

Tomorrow (Lucor)

Explainable, Contextual AI
(Adapts to Plan-Specific Policies & Nuances)

Post-Pay Optimized
(With a Path to Pre-Pay)

Unified, NLP-Driven Investigation Hub
(Search, Triage, Summarize & Accelerate)

LLM-Powered Feedback Loop
(Surfaces FWA & Compliance Blind Spots)

"We don’t want AI making decisions. But if it can help me think faster? Absolutely."

Lead SIU Investigator, Regional Health Plan

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Ready to Find What You're Missing?

We'll show you a live analysis of real FWA hiding in your claims data and how Lucor would triage it against your current queue.

15 minutes. Real cases. Real triage decisions.
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© 2025 by Lucor.

 

Lucor’s founders are both committed to the Founders Pledge.


We’ve pledged 50%+ of our personal proceeds to causes that create lasting, measurable impact.

 

Contact us to learn more.

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