Deep Layer Lab

O.R.B.I.S

Object Recognition Based Identification System
Object Recognition Application

ORBIS is an AI-supported, image-based decision-support tool designed to assist in the identification of 3D-printed components. By analyzing user-provided images, the platform helps match physical objects with known models, model families, and related reference information—enabling faster, more informed assessments in both field and analytical environments.

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Built for frontline operators as well as analysts and forensic professionals, ORBIS combines intuitive usability with a structured reference library, allowing users to compare, verify, and better understand identified components. This ensures that both rapid on-site checks and deeper analysis are supported within a single, accessible platform.

Designed specifically for law enforcement and security organizations, ORBIS is most effective when widely deployed—providing immediate, on-the-spot support directly in the hands of personnel. Having the application readily available on mobile devices empowers teams to perform quick preliminary assessments wherever they are, improving response times, situational awareness, and overall operational readiness.

As a decision-support solution, ORBIS is built to enhance – not replace – professional judgment, helping organizations scale expertise across their workforce and strengthen their ability to address emerging threats related to additive manufacturing.

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↳ Alba

Modular Learning Environment – Online Curriculum

ALBA is a modular online learning platform designed to deliver scalable and repeatable training on digital manufacturing and 3D-printed weapon threats.

Through structured awareness and recognition modules, users build foundational knowledge, learn to identify components and design families, and develop a deeper understanding of the broader ecosystem surrounding 3D-printed firearms.

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↳ Atlas

Additive Threat Library & Archive Solutions

ATLAS provides high-fidelity inert demonstration models and replicas developed to support training, identification, and forensic analysis related to 3D-printed weapons.

These physical models enable professionals to improve recognition capabilities, strengthen technical understanding, and conduct safe, hands-on demonstrations using a versatile range of training assets.

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↳ Argus

Analytical Research & Graph Utility Suite

ARGUS is a graph-based analytical platform for exploring the online networks connected to 3D-printed weapons and related communities.

By processing large-scale datasets of designs, creators, releases, and communication channels, it reveals relationships, behavioral patterns, and dissemination pathways across the broader ecosystem.

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Equip your organization with the tools and knowledge needed to address emerging security challenges and strengthen preparedness across all levels.

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