Reliable identity, from real-world signals.
Sciometrics, LLC specializes in solving hard problems in biometric recognition and pattern matching. Based in Chantilly, Virginia, the company reliably identifies individuals by extracting discernible biometric signals from highly noisy environments — low-quality images, video, and challenging fingerprint impressions. For more than a decade, Sciometrics has supported U.S. defense, intelligence, and law-enforcement agencies, as well as commercial organizations, with mission-critical software and algorithms.
From complex visual data to actionable identity.
Built for real-world conditions.
Sciometrics develops and delivers software that turns complex visual and biometric data into actionable identity information. We combine deep learning with statistical techniques so our products work when data is incomplete, noisy, or degraded — not just when it's clean.
That discipline runs end-to-end. We start from the operational constraint — not the abstraction — and engineer for the noise, gaps, and edge cases real data actually contains. Where standard tooling rejects fragmentary or low-quality evidence, our algorithms keep the usable signal. Where off-the-shelf doesn't fit the mission, we build the system that does.
Patented technologies, used in the field.
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Contactless fingerprint capture and matchingSmartphone cameras as forensic-grade sensors.
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Latent fingerprint and palmprint analysisRidge-flow matching for the prints AFIS rejects.
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Multilingual handwriting biometricsAuthors across documents, scripts, and languages.
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Pattern-matching for media exploitationPeople, objects, and activities in documents, imagery, and video.
From OCR roots to national-security scale.
Sciometrics' technology has its roots in optical character recognition and handwriting analytics originally developed for the U.S. intelligence community, and has grown into a broader platform for complex pattern recognition. Our algorithms and products have been tested and used by organizations such as the FBI and the U.S. Department of Defense — reflecting a long-standing focus on high-assurance identity at national-security scale.
Long-term partners to mission-critical work.
Engagements and shared success are built on trust and open communication. We invest in long-lasting customer relationships because the missions our customers carry are demanding and evolving — rarely solved by a single delivery. The deeper we understand each customer's operational context, constraints, and goals, the more precisely we can shape our technology to fit — and the more we can amplify the impact they have on the communities they serve.
Have a hard problem? We solve them.
We continue to work with intelligence, law-enforcement, defense, and commercial partners worldwide — bringing advanced fingerprint and recognition capabilities to both traditional and mobile environments.