FLEX AI Agents

Expert-trained AI agents that use program and task specific LLMs to process and monitor government program applications and fraud allegations

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Accelerate Workflows With AI-Powered Support

Why FLEX AI Agents?

Government programs face increasing demands for fraud detection, compliance monitoring, and investigative efficiency—yet manual processes remain slow and resource-intensive. Tracklight’s FLEX, which means “Fraud LLM and Efficiency eXpert,” has AI Agents that accelerate your workflows with AI-powered investigative support, automating pre-screening, risk assessments, and reporting in a secure, closed-circuit environment tailored to your agency’s needs.

Improve Efficiency and Accuracy with AI-Agent Support

Open-source LLMs power investigative, procurement, program, and other analyst agents to generate intelligence for decision-makers, reducing allegation processing from 15 hours to only 15 minutes.

Customizable AI-Powered Analysts

FLEX provides a AI-agents to manage fraud allegations. It adapts to your agency’s specific program rules, workflows, and compliance needs. FLEX can be customized to perform various analyst roles, including but not limited to:

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Investigations Analyst

Synthesizes intelligence from public and private data sources, delivering real-time insights.

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Transaction Analyst

Examines historical transactions to identify patterns, anomalies, and risks.

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Procurement Analyst

Assesses 10 years of procurement data to identify irregular spending, vendor histories, and irregularities in total volume.

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Program Analyst

Flags potential compliance violations checking against policies and regulations.

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Analytics Analyst

Detects fraud, waste, and abuse schemes and trends across programs and transactions.

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Network Analyst

Identifies high-risk connections beyond individual behaviors.

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Report-Writer Analyst

Produces structured, ready-to-export reports for compliance reviews and investigations.

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QA/QC Analyst

Ensures investigation accuracy and regulatory compliance through structured audit trails.

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Training Analyst

Generates role-specific training plans for pre-screening, monitoring, and investigations.

Ray - Co-Pilot

What are FLEX AI Agents?

FLEX is an AI-driven analyst assistant designed for government professionals managing investigations, oversight and monitoring, and program compliance. By integrating large language model (LLM) technology, FLEX automates key tasks like complaint triage, risk analysis, and report drafting—freeing up human analysts for high-value decision-making.

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FLEX in Action: Real-World Impact

An agency receives 1,000 hotline referrals per month but struggles to meet the regulatory 120-day review timeline. With a growing backlog, investigators spend 40% of their time manually compiling and evaluating data instead of putting their investigative expertise to use. FLEX automates initial complaint triage, cross-references allegation details with historical data, and produces summary reports in minutes instead of weeks.

The result:

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80% faster case prioritization

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Assess allegations in 15 minutes

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Increased compliance with federal oversight deadlines

FLEX AI Agents Deliver

FLEX AI Agents can assess allegations in only 15 minutes. FLEX also produces multiple customized outputs for agencies, including:

  • Analyst Summaries – AI-generated, structured investigative summaries.
  • Procurement Risk Assessments – Vendor history reports highlighting conflicts of interest.
  • Intelligence Reports – Data-driven risk summaries to highlight behavioral risk and fraud schemes
    in fraud patterns and emerging risks.
  • System to System Integration – Seamless API connectivity to government case systems for enhanced insights.

Key Features

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Workflow Tracker

Structured, step-by-step investigative workflows.

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Real-Time Data Aggregation

Automated integration of multiple intelligence sources.

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Interactive AI Chat

Analysts can refine searches and query findings.

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Transparent Data Attribution

Every insight is backed by clear, auditable sources.

How FLEX Helps Your Team

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  • Validate identities and flag high-risk entities.
  • Automate open-source intelligence summaries.
  • Recommend next investigative steps based on findings.
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  • Conduct pre- and post-award risk assessments in minutes.
  • Highlight procurement risks using a decade of historical data.
  • Summarize vendor histories and flag conflicts of interest.
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  • Align allegations with program policies and regulations.
  • Detect potential fraud, waste, and abuse before escalation.
  • Generate real-time risk assessments and compliance reports.

Featured Content

AI + Social Network Analysis Are Changing Fraud Detection

AI-driven Social Network Analysis takes fraud detection to a new level by leveraging machine learning algorithms to vast amounts of structured and unstructured data.
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The Future of Oversight – AI’s Role in Safeguarding Ethics

As artificial intelligence (AI) continues to accelerate fraud prevention, the future of oversight depends on how effectively OIGs and federal programs embrace emerging technologies while addressing ethical considerations. The next phase of the AI arms race will require not only technological innovation but also collaboration, policy evolution, and a steadfast commitment to safeguarding the public trust.
Read More

Responding to the AI Arms Race – Strategies for OIGs

The rise of AI-powered fraud has introduced a new era of challenges for federal oversight. From automated application fraud to synthetic identities and deepfakes, bad actors now wield tools that make detection harder than ever. But the same technology driving these threats can also be harnessed as a powerful defense.
Read More

AI + Social Network Analysis Are Changing Fraud Detection

AI-driven Social Network Analysis takes fraud detection to a new level by leveraging machine learning algorithms to vast amounts of structured and unstructured data.
Read More
news-thumb-agencies-must

The Future of Oversight – AI’s Role in Safeguarding Ethics

As artificial intelligence (AI) continues to accelerate fraud prevention, the future of oversight depends on how effectively OIGs and federal programs embrace emerging technologies while addressing ethical considerations. The next phase of the AI arms race will require not only technological innovation but also collaboration, policy evolution, and a steadfast commitment to safeguarding the public trust.
Read More

Responding to the AI Arms Race – Strategies for OIGs

The rise of AI-powered fraud has introduced a new era of challenges for federal oversight. From automated application fraud to synthetic identities and deepfakes, bad actors now wield tools that make detection harder than ever. But the same technology driving these threats can also be harnessed as a powerful defense.
Read More
Ray - Co-Pilot

Optimize Your Investigative Processes

Request a demo today to see how TrackLight FLEX AI Agents can enhance your agency’s fraud detection and compliance efforts.

Request a Demo

Precision in Protection

Leveraging Advanced Data Analytics in Your Workflow to Stop Fraud

Fraud doesn’t wait. Neither should your systems. 

TrackLight embeds advanced fraud detection directly into your workflow—no toggling, no guesswork. With real-time risk scoring, AI-generated insights, and human-vetted decision support, TrackLight empowers agencies and enterprises to act fast and act right. 

Backed by a suite of products—including Due Diligence, Fraud Analytics, Social Network Analysis, and FLEX AI Agents—TrackLight helps you stay ahead of fraud, insider threats, and operational risk. All powered by Ray, your trusted AI Co-Pilot. 

3,000+

Fraud Schemes

1 Billion+

Open Source Intelligence Records

150 Years

of Fraud Fighting

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