ROC ranked first globally in Class B slap fingerprint accuracy in the latest NIST FRIF evaluation, making it the first American supplier to post top-tier performance across all benchmarks in that assessment.
The evaluation covers one-to-many fingerprint identification and is widely used as a procurement reference for national identity and border control systems. Class B measures simultaneous multi-finger slap captures, including left and right slap prints and thumbs, and is considered an important metric in large civil identity programmes.
ROC also recorded the lowest error rate across a customary cohort of Class B identification measures and achieved the top score for False Negative Identification at Rank-12 for the same metrics.
The result adds to a recent run of NIST benchmark performances cited by the Denver-based group in facial recognition, age estimation and latent fingerprint testing. ROC positions itself as a domestic supplier of biometric and video analytics systems at a time when procurement and national security concerns are drawing greater attention to the origin of critical technology used by government agencies.
Benchmark role
The NIST Friction Ridge Image and Features Technology Evaluation Exemplar One-to-Many tests the core functions of automated biometric identification systems. It measures how fingerprint algorithms perform in feature extraction, template creation and candidate search across databases containing millions of subjects.
That makes the benchmark relevant to agencies running large-scale identity databases, including border management, homeland security and law enforcement operations. ROC said its performance in the latest assessment strengthens its position in those markets, where overseas suppliers have historically been prominent.
Chief Executive Officer B. Scott Swann linked the result to broader questions about domestic control over biometric infrastructure.
"For years, the United States has maintained a dangerous overreliance on foreign AI for our most critical identity and biometric screening systems. Nearly every large-scale government deployment depends on overseas technology. ROC's historic performance in the NIST fingerprint evaluation proves America now has a world-class domestic alternative - one that is more accurate, more efficient, and built here at home," said B. Scott Swann, Chief Executive Officer, ROC.
He also addressed government spending and procurement priorities.
"For decades, billions of dollars supporting critical U.S. identity infrastructure flowed overseas instead of strengthening America's own industrial base. That changes today. National security systems should be powered by technology that is accurate, scalable, cost-effective, and aligned with American interests. We look forward to partnering with agencies across the FBI, DHS, and DoD to strengthen America's technological independence and restore U.S. leadership in biometric and identity technologies," said Swann.
Domestic market
Biometric identification systems sit at the centre of many public sector databases and screening operations, making benchmark rankings commercially significant. Agencies often use independent test results to compare suppliers when buying or upgrading systems that must search large image sets quickly while limiting false matches and missed identifications.
The latest findings are especially significant because they relate to Class B slap fingerprints, a format commonly used in government enrolment and verification workflows. In practice, that format supports high-volume identity checks in which several fingers are captured at the same time rather than scanned individually.
ROC said its platform combines fingerprint recognition with other biometric and video analysis tools in a single system. It argues that a unified software approach can reduce infrastructure complexity for customers operating civil and security-focused automated biometric identification systems.
Principal Scientist Josh Engelsma said the ranking reflected a rapid improvement in the company's performance against the benchmark.
"In just four months, ROC went from a strong first submission in FRIF E1N to the best in the world across substantial portions of the evaluation. This directly contrasts competitors who have been submitting against these same datasets for over a decade. The collaboration across our data engineering, research, and engineering teams during this sprint has been hard to overstate. This is only our second submission, and as a highly focused American biometrics company, ROC still has a lot of gas left in the tank for what comes next," said Engelsma.
The FRIF E1N benchmark is regarded within the biometrics sector as one of the more comprehensive open-set one-to-many fingerprint evaluations. For suppliers seeking government work, strong scores can serve as an important technical credential in a market where accuracy, error rates and interoperability are central to contract decisions.