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Case Studies

From Weeks to Instant Answers: How 1,700 Federal Agents Transformed Their Research

Critical Risk Domains Financial Crime | Anti-Money Laundering (AML)

By integrating Sayari Graph into the daily workflows of over 1,700 investigative personnel, this federal law enforcement agency successfully decentralized preliminary data gathering, cutting the wait for initial lead identification from weeks to instant answers. This shift empowered special agents to perform preliminary searches and reduce the analyst ticket queue, effectively clearing analyst backlogs and accelerating the pace of complex financial investigations.

Decentralized Intelligence:

Enabled 1,700+ agents to perform preliminary searches, bypassing lengthy analyst queues.

Accelerated Timelines:

Reduced wait times for initial lead identification from weeks to immediate access.

Increased Seizure Success:

Provided the evidentiary foundation for large-scale indictments and asset seizures.

The Challenge: Overburdened Analysts and Delayed Leads

Tasked with dismantling darknet markets and investigating complex tax fraud, narcotics, and public corruption schemes, the agency’s 1,700+ agents faced a significant bottleneck. Standard protocol required agents to submit tickets to a limited pool of analysts for even basic corporate information or network mapping. This reliance on a centralized resource created weeks of delays, stalling urgent investigations and preventing analysts from focusing on the deep-dive intelligence work required for high-level indictments.

The Solution: Scaling Investigative Autonomy with Sayari Graph

While Sayari’s expansive data coverage provided the foundation, the core transformation was the agency-wide shift toward “agents as analysts.” 

Key Transformation Pillars:

  • Enabled Self-Service Global Discovery: Agents utilize Sayari Graph’s intuitive interface to navigate international corporate, procurement, and trade records independently, pulling relevant information instantly without an analyst intermediary.
  • Drove Cross-Tool Synergy: Sayari provides the corporate identities and ownership structures needed to validate leads derived from other cryptocurrency-focused solutions.
  • Aligned Strategy & Tactics: The Sayari team maintains constant engagement with both tactical power users and administrative stakeholders to ensure the platform evolves alongside the agency’s shifting risk domains.

“Sayari is really the only efficient way to get at obfuscated sub-tier supply chain information”

Supply Chain Risk Analyst U.S. Defense Agency

Impact: Enhanced Operational Velocity

  • Instant-Answer Efficiency: Significantly reduced the analyst ticket queue by allowing agents to find preliminary corporate data themselves, ensuring specialized personnel can focus on complex mission-critical tasks.
  • Asset Seizure Support: Facilitated the identification of hidden assets within complex networks, providing the critical evidence necessary for seizures and follow-on operations.
  • Streamlined International Collaboration: Provided authoritative, publicly available data that can be used in open court and with international partners, optimizing the Mutual Legal Assistance Treaty (MLAT) process.

Contact us to learn more about how Sayari helps law enforcement agencies empower investigative teams to scale operations and accelerate mission-critical outcomes.

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