ROC (Rank One Computing)

What ROC (Rank One Computing) does

ROC (Rank One Computing Corporation) is a private US-based Vision AI software company headquartered in Denver, Colorado, with additional offices in Grand Rapids, Michigan and Morgantown, West Virginia. The company develops a unified multimodal biometric and video analytics platform built on proprietary computer vision algorithms that have achieved NIST #1 rankings in face, fingerprint, and iris recognition. Its product portfolio comprises six integrated offerings — ROC ABIS (Automated Biometric Identification System), ROC Access (intelligent biometric access control), ROC Enroll (remote identity onboarding), ROC Evidence (digital evidence management), ROC SDK (multimodal biometric software development kit), and ROC Watch (AI video analytics for real-time object, gun, face, and license plate detection) — alongside seven capabilities spanning face, fingerprint, iris, tattoo, ALPR, liveness, and age estimation.

The company's primary customers are US federal agencies, including the Department of Defense, Department of State, US Navy, US Marshals, and FBI, with additional commercial deployments at multinational financial institutions and a global ALPR footprint across 69 countries. ROC operates a direct enterprise sales motion complemented by SDK-based OEM distribution that lets integrators embed its algorithms inside third-party applications and security platforms. Revenue mechanics span enterprise software subscriptions, SDK licensing, and managed services, with the pending acquisition of Zuccaro Technical Consulting intended to add a contract-based federal digital forensics revenue stream to the Evidence platform once the Q3 2026 closing occurs.

ROC's competitive positioning rests on NIST-validated algorithmic accuracy, ethically sourced training data, lightweight mobile/edge deployment architecture, and a team combining national security practitioners with computer vision researchers. The company maintains an active investor relations portal (investors.roc.ai), consistent with private-company capital-markets readiness, and has not disclosed funding rounds, revenue, or headcount in available materials.

Name

ROC (Rank One Computing)

Legal name

Rank One Computing Corporation

Website

https://rankone.io

Company type

Private

Operating status

Operating

Short description

ROC (Rank One Computing) is a US-based Vision AI software company building NIST #1-ranked multimodal biometric and video analytics platforms (face, fingerprint, iris, gun detection, ALPR) for US federal defense, law enforcement, multinational financial institutions, and integrator OEM channels.

Ownership category

akta.pro rank

Product category

Biometric Recognition Software

NAICS

Software Publishers (5132), Search, Detection, Navigation, Guidance, Aeronautical, and Nautical System and Instrument Manufacturing (334511)

SIC

Industrial Instruments For Measurement, Display, And Control (3823)

akta.pro primary industry

Responsible AI, Security & Privacy Platforms (Safety, Guardrails, PII) (HDAEANAG)

akta.pro secondary industry

AI/ML Engineering & Model Development Services (BPAEAHAF)

Keywords

• Biometric recognition software
• Vision AI platform
• Video analytics software
• Identity verification
• Digital evidence management

Headquarters

HQ city

Denver

HQ country

United States

HQ region

North America

Offices3 records

Markets served

GTM type

B2B

Offering type

Software

Cost components

Technology or R&D, Personnel, Marketing or Sales, Operations

Revenue model

1. Enterprise Software Licenses: ROC provides enterprise software solutions including biometric identification systems, access control, and video analytics platforms to government agencies and commercial customers through direct sales.
2. SDK Licensing: Multimodal biometric SDK licensing to integrators and developers for embedding biometric capabilities into their applications.
3. Acquisition Revenue Expansion: The acquisition of Zuccaro Technical Consulting expands ROC's capabilities into digital forensics, operating ZTC as a wholly owned subsidiary with active federal contracts, adding recurring contract-based revenue.

Go-to-market motion1 record

Distribution channels2 records

Marketing channels6 records

Core offering

ROC develops and sells a unified Vision AI platform that fuses multimodal biometrics (face, fingerprint, iris, tattoo, ALPR), video analytics (gun detection, object detection), and mission intelligence for defense, public safety, and digital commerce applications. Its offerings are delivered as standalone software products (ROC ABIS, ROC Access, ROC Enroll, ROC Evidence, ROC SDK, ROC Watch) plus an SDK for integrator embedding, sold primarily to U.S. federal agencies and multinational enterprises.

Product overview

ROC (Rank One Computing) offers a unified Vision AI platform fusing multimodal biometrics, video analytics, and mission intelligence. The product portfolio consists of six integrated products: ROC ABIS (Automated Biometric Identification System) serves as the core biometric identification platform; ROC Access provides intelligent biometric access control; ROC Enroll enables remote identity onboarding; ROC Evidence manages digital evidence with planned forensics integration from Zuccaro Technical Consulting; ROC SDK offers a multimodal biometric software development kit for enterprise integration; and ROC Watch delivers AI video analytics for real-time monitoring, object detection, gun detection, and license plate recognition.

Differentiator

Problem solved

Functional benefit

Brands

• ROC ABIS: Automated Biometric Identification System
• ROC Access
• ROC Enroll
• ROC Evidence
• ROC SDK
• ROC Watch

Products and services

• ROC ABIS Automated Biometric Identification System providing comprehensive multimodal biometric identification capabilities for enterprise and government use.
• ROC Access Intelligent Biometric Access Control system for physical security applications, enabling automated identity verification workflows.
• ROC Enroll Remote Identity Onboarding solution enabling frictionless digital authentication and KYC processes for customer onboarding.
• ROC Evidence Digital Evidence Management System for managing investigative evidence across law enforcement and forensic workflows.
• ROC SDK Multimodal Biometric SDK providing industry-leading, NIST-ranked face, fingerprint, and iris recognition algorithms for developers and enterprises to embed into their applications.
• ROC Watch AI Video Analytics platform providing 24/7/365 monitoring for objects, guns, faces, and license plates with real-time live alerting and visitor management capabilities.

Quantifiable outcome

• Increases critical seconds for response in active shooter events
• +3 more outcomes

Named customers6 records

Segments5 records

Ideal customer profiles4 records

Technology focussed Yes

API detail

Has API

Yes

API docs

API detail

Core technology

AI maturity

App detail

AI capability6 records

Feature14 records

Partnerships

One partnership is on record.

• Zuccaro Technical Consulting LLC (ZTC)coreStrategic or Co-development Partner · 24 June 2026ROC has entered into a definitive agreement to acquire Zuccaro Technical Consulting LLC for $500,000 in upfront cash plus approximately $2.5 million in restricted stock and a performance-based earn-out. The acquisition integrates ZTC's digital forensics capabilities into ROC's Evidence platform, creating a robust end-to-end investigative platform for federal government customers in the $9.4 billion digital evidence and forensics market. ZTC will operate as a wholly owned subsidiary of ROC following Q3 2026 closing, leveraging active federal contracts and specialized technical workforce.

Scale indicators4 records

Recent moves6 records

Expansion highlights6 records

Direct peers

• Aware Inc. Specialized biometric software and SDK provider offering face, fingerprint, and iris recognition to government and commercial integrators. Closely comparable to ROC's SDK and licensing model for biometric components.
• Oosto (formerly AnyVision): Vision AI company focused on real-time face recognition and video analytics for physical security, retail, and public safety. Directly comparable to ROC's ROC Watch video analytics and face recognition capabilities.
• BriefCam: Video analytics platform providing object detection, face recognition, and search capabilities for security and law enforcement. Closely comparable to ROC Watch's video analytics and object/gun detection use cases.
• IDEMIA: Global leader in biometric identity solutions (face, fingerprint, iris) for government, law enforcement, and financial services. Direct competitor to ROC's multimodal biometric platform across the same federal and enterprise customer base.
• Cognitec Systems: Germany-based face recognition technology vendor supplying law enforcement, border control, and commercial customers. Direct competitor in face recognition algorithms and identity verification workflows.
• NEC Corporation: Provides NeoFace and other biometric identification solutions widely deployed by law enforcement and border agencies. Competes head-to-head with ROC in NIST-ranked face recognition and large-scale government ABIS deployments.

Broad incumbents

• Thales Group (Digital Identity & Security): Multinational security conglomerate offering biometric identity, document verification, and digital identity solutions through its Gemalto heritage. A broader incumbent competing with ROC in government and FinTech identity verification.
• HID Global: Large identity solutions provider offering biometric access control, card readers, and credential management. Competes with ROC Access in physical security and biometric identity deployments across enterprise and government.
• Veritone: AI platform provider offering video analytics, facial recognition, and identity-aware applications to law enforcement, media, and government. Overlaps with ROC's video analytics and identity capabilities, though with a broader AI platform scope.

Emerging players

• Pangiam (including TrueFace acquisition): Identity and security technology company building face recognition and biometric screening solutions for aviation, government, and enterprise. Comparable to ROC as a smaller, federal-focused biometric identity player expanding via M&A.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks6 records

Key highlights7 records

Customer concentration

• Xx.com/ROC_VisionaryAI
• Facebookfacebook.com/profile.php
• LinkedInlinkedin.com/company/rank-one-computing

Revenue estimate

Valuation estimate

Number of profiles

Profiles4 records

Subsidiaries1 record

Funding overview

Funding rounds

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about ROC (Rank One Computing)