Research
Applied research for the mission.
The techniques behind VIXN — and our commitment to using them responsibly.
What we work on
VIXN is built on applied research across the problems that matter most to investigators and analysts:
- Entity resolution — disambiguating people, organizations, accounts, and locations across messy, inconsistent sources.
- Link & pattern analysis — surfacing the connections and anomalies a human would take weeks to find.
- Generative reporting — turning a case graph into a clear, fully-cited narrative.
Responsible by design
Working with law enforcement and diligence teams carries real responsibility. Chain of custody, source attribution, and auditability are foundational in VIXN — so speed never comes at the cost of a defensible, accountable process.
Collaborate with us
We partner with agencies, firms, and researchers on applied problems in investigation and diligence. If that’s you, get in touch.
See the research in practice
See VIXN run on a live case.
Book a 30-minute demo and watch the connections surface in real time.