Government & Education — Public Sector
Risk intelligence that cuts through the noise.
Procurement officers vetting vendors, analysts investigating hidden influence, and agencies protecting critical resources are all working against increasingly sophisticated adversaries. Threats hide behind shell companies, aliases, and networks designed to avoid detection. The risk landscape has outpaced what manual screening and point-in-time checks can manage.
Quantifind screens entities and their expanded networks against a high volume of global data, separating real risk from the noise of false positives and tangential connections. Whether the question is who controls a supplier, what network surrounds a person of interest, or where adversarial capital has taken root in a critical resource, Quantifind surfaces the answer, so your team spends its time on deeper review of the entities that actually warrant attention, not sifting through alerts that don't.


200+
global public & commercial data sources
>$16M
federal R&D investment received between 2020 - 2026
95%
reduction in false positives
100%
auditable, explainable decisions


The Graphyte Platform
One engine. Any mission.
The actual product — select a module to see it on the real interface. Same platform both sectors run.
Search on Demand
Search at Scale
Expand Networks
Screen in Realtime
Monitor Continuously
Manage Cases
Operate Autonomously
Search on Demand
GraphyteSearch
The investigator’s workspace. Search any entity and access thousands of data sources in seconds. Review risk-tagged and confidence-sorted results through an intuitive interface. Curate the final report and move on to the next target.
GraphyteAPI
Search built for machines. Execute programmatic searches, configured on the fly, and retrieve risks and supporting evidence on demand. Automatically generate archival reports.
Search at Scale
GraphyteBatch
The engine for search at scale. Process millions of search requests in a single batch without sacrificing breadth or accuracy. Receive a complete, consistent result set with assigned risk priorities ready for downstream workflows.
GraphyteBatch API
Programmatic control of the batch lifecycle. Submit batches, monitor status, retrieve results, and manage jobs through completion using purpose-built API endpoints.
GraphyteBatch UI
The batch engine at your fingertips. Build and submit batches through guided input validation and configuration. Monitor live progress, then view and download results.

Expand Networks
Relationship Network
The investigator’s network view. Interrogate an entity’s network across tabular, network, and map views. Focus your investigation by relationship, risk, geography, or source. Trace every insight to its source and follow connections across degrees of separation. Print the artifact and pass it along.
Network API
Network intelligence on demand. Retrieve related entities, their relationships, and traceable source information. Enrich, validate, and expand known networks programmatically using vast amounts of open-source information.
Screen in Realtime
GraphyteScreen
The fast API. Screen entities or transactions for sanctions exposure. Access the data that’s relevant—and nothing more. Built for exceptional speed and scale without sacrificing accuracy. Deliver compliance at the edge and stop bad actors in their tracks.
Monitor Continuously
Monitor API
Continuous monitoring, under your control. Programmatically add, update, and remove subjects from monitoring. Retrieve alerts as they are generated and access advanced analytics and audit records. Integrate the complete monitoring lifecycle into your own systems and workflows.
Manage Cases
GraphyteQueue
The analyst’s review workspace. Bring cases, risk evidence, and investigative workflows together in one place. Prioritize work, conduct reviews, document decisions, and move cases through resolution. Maintain a complete, traceable record from initial finding to final disposition.
Operate Autonomously
Agentic Analysts
The analysts that never sleep. Assign Quantifind-managed AI agents to work your backlog, perform your quality assurance, sample below the line, or simply take the first pass. Grounded in domain expertise, configured to your policies, and fully governed, Agentic Analysts expand your capacity while keeping your team in control.
See it live
30 minutes on the real interface, with your questions.
Built for the mission you serve.
Every solution runs on the same Graphyte engine.
How We Achieve It
From any entity to intelligence you can act on.
Start with any entity
Initiate your search with as little as an individual name, organization, address, handle, email, or phone number. Search a single name, a vendor list, award file, or a public database.

Contextualize and search
Graphyte standardizes the name and location, flags potential data quality issues, and adds linguistic context, expected name variations, and geographic precision, then scans 200+ global structured and unstructured data sources.

Resolve and infer
Name Science™ and proprietary agentic middleware distinguish true matches among messy, multilingual data, then assembles a unified, confidence-scored profile by risk typologies, relationships, and relevance.

Assess and decide
Graphyte aggregates and summarizes the results, organizing findings by risk and confidence with supporting context, source evidence, and provenance. All that's left is deciding what risk you accept, what warrants a closer look, and what happens next.

Risk Intelligence Data
Global Data Build In
Every Graphyte subscription includes extensive data—standardized, enriched, resolved, risk-tagged, and continuously updated to deliver broad context and decision-ready intelligence.
2M+
PEPs, SOEs & affiliates
1B+
news articles, risk-annotated
700M+
criminal, court & arrest records
1B+
global trade records
50k
sanctioned entities across all major global regimes
25M+
company profiles with ownership
100K
regulatory enforcement actions
200M+
company records · 130+ jurisdictions
Enhanced Due Diligence
Rapidly evaluate vendors, partners, investors, or key management by resolving identities, expanding networks at scale, and surfacing mission-relevant risk indicators from noisy data.
Intelligence & Investigations
Accelerate casework with multilingual entity resolution, automated network expansion, and explainable, evidence-backed insights that reveal patterns, relationships, and indirect risk across degrees of separation.


Proof
Proof you can take to the top.
Related Resources









