# numurus.com > AI-optimized mirror of numurus.com containing 50 pages totalling 24,224 words of clean markdown content, structured data, and semantic HTML. Original source: https://numurus.com/. Last updated: 2026-06-13T20:13:55.622Z. Each page is available as HTML (with JSON-LD structured data) and Markdown (text-only, ideal for LLMs and RAG). ## Homepage - [The software platform for edge AI.](/content/site-root.html): Deploy edge AI on NVIDIA Jetson and x86 hardware without building from scratch. NEPI provides plug-and-play hardware drivers, AI model management, and low-code automation. Free to try and source available, built on ROS 2. (700 words) ## Articles & Blog Posts - [Page not found](/content/resources/software-manual/index.html) (23 words) - [Saving and Accessing Data](/content/tutorials/saving-data/index.html): Saving and Accessing Data - NEPI Tutorials by Numurus (935 words) - [THE PROJECT](/content/img/nepi/numurus_case-study_uwt-ferry-project-pdf.html) (443 words) - [tutorials/navigation/index.html](/content/tutorials/navigation/index.html) (1 words) - [tutorials/developer-customization/index.html](/content/tutorials/developer-customization/index.html) (1 words) - [tutorials/connecting-setup/index.html](/content/tutorials/connecting-setup/index.html) (1 words) - [tutorials/docker-setup/index.html](/content/tutorials/docker-setup/index.html) (1 words) - [Imaging Sensors](/content/tutorials/imaging-sensors/index.html): Imaging Sensors - NEPI Tutorials by Numurus (1,339 words) - [Software Updating, Backup, Cloning, and Recovery](/content/tutorials/updates-backup/index.html): Software Updating, Backup, Cloning, and Recovery - NEPI Tutorials by Numurus (1,694 words) - [NEPI Software Platform for Rapid Smart System Solution Development](/content/assets/whitepapers/nepi-software-for-rapid-smart-system-development-pdf.html) (1,785 words) - [Accessing the File System](/content/tutorials/file-system-access/index.html): Accessing the File System - NEPI Tutorials by Numurus (1,602 words) - [resources-archive/user-interface/index.html](/content/resources-archive/user-interface/index.html) (1 words) - [Page not found](/content/index-html-3fp-4335-html.html) (23 words) - [Robotic Control Systems](/content/tutorials/robotic-control/index.html): Robotic Control Systems - NEPI Tutorials by Numurus (867 words) - [Connecting a Camera to an AI Detector](/content/tutorials/quick-start/index.html): Connecting a Camera to an AI Detector - NEPI Tutorials by Numurus (590 words) - [WHITE PAPER](/content/assets/whitepapers/smart-system-primer-for-asset-owners-pdf.html) (1,452 words) - [Pan and Tilt Actuators](/content/tutorials/pan-tilt/index.html): Pan and Tilt Actuators - NEPI Tutorials by Numurus (961 words) - [Light and Strobe Systems](/content/tutorials/lights-strobes/index.html): Light and Strobe Systems - NEPI Tutorials by Numurus (566 words) - [resources-archive/hardware-drivers/index.html](/content/resources-archive/hardware-drivers/index.html) (1 words) - [resources-archive/ai-management/index.html](/content/resources-archive/ai-management/index.html) (1 words) - [resources-archive/automation-management/index.html](/content/resources-archive/automation-management/index.html) (1 words) - [License Management](/content/tutorials/license-management/index.html): License Management - NEPI Tutorials by Numurus (390 words) - [Page not found](/content/assets/whitepapers/nepi-platform-overview-pdf.html) (23 words) - [Data File Format Details](/content/resources-archive/data-formats/index.html): Data File Format Details - NEPI Documentation by Numurus (660 words) - [Page not found](/content/tutorials/custom-ai-training/index.html) (23 words) - [University of Washington Tacoma](/content/case-studies/uw-tacoma/index.html): UW Tacoma students use NEPI for AI and automation in an autonomous ferry project funded by the WA Department of Transportation. (508 words) - [faq/index.html](/content/faq/index.html) (1 words) - [get-started/index.html](/content/get-started/index.html) (1 words) - [Privacy Policy](/content/privacy/index.html): Numurus privacy policy. How we collect, use, and protect your information on numurus.com and nepi.com. (690 words) - [NEPI Licensing and Pricing: Free Source-Available to Enterprise](/content/software/index.html): NEPI is free to try and source available. Professional and enterprise tiers add commercial support, SLAs, and priority engineering access. Scale when ready. (1,209 words) - [WESMAR](/content/case-studies/wesmar/index.html): WESMAR - Numurus NEPI Case Study (676 words) - [Lane Community College](/content/case-studies/lane-community-college/index.html): Lane Community College - Numurus NEPI Case Study (537 words) - [Simple, transparent pricing](/content/pricing/index.html): NEPI pricing for software licenses, hardware, engineering services, and support tiers. (424 words) - [Building the platform for smart systems](/content/about/index.html): Numurus builds NEPI, an source-available edge AI platform for smart systems. Founded in 2017 in Seattle, we help teams connect hardware, deploy AI, and automate at the edge. (657 words) - [NEPI Videos](/content/videos/index.html): Video tutorials and demos for NEPI edge AI platform. Getting started guides, hardware interfacing, AI model management, automation scripting, and partner integrations. (394 words) - [Whitepapers](/content/whitepapers/index.html): Technical whitepapers on NEPI software, smart system development, and edge AI data solutions from the Numurus engineering team. (295 words) - [NEPI Beta Test Program](/content/beta/index.html): Join the NEPI beta test program. Get early access to new features, provide feedback, and help shape the future of the NEPI edge AI platform. (300 words) - [Programs](/content/programs/index.html): NEPI provides production-grade edge AI tools for MATE ROV, FIRST Robotics, Oregon UAS, and university programs. Real tools for real projects. (541 words) - [Edge AI in the Field: NEPI Customer Stories](/content/case-studies/index.html): Ocean Aero, VideoRay, WESMAR, and Lane CC built and shipped edge AI systems with NEPI. Six-month maritime threat detection. AI sonar in five months. Automated subsea inspection. See how teams did it. (401 words) - [NEPI tutorials](/content/tutorials/index.html): Step-by-step NEPI tutorials. From first connection to building complete edge AI applications. (324 words) - [News](/content/news/index.html): Latest news and updates from Numurus. Product releases, partnerships, and company announcements. (540 words) - [NEPI-enabled edge-compute hardware](/content/hardware/index.html): NEPI-enabled edge-compute hardware pre-installed with the NEPI platform. OEM processors and packaged systems ready for edge AI deployment. (531 words) - [The edge AI infrastructure you don't have to build from scratch](/content/product/index.html): NEPI handles hardware drivers, AI model management, event-driven automation, and data collection — all source available on ROS and ROS 2. Connect sensors, deploy AI models, and ship smart systems faster. (713 words) - [Engineering services](/content/services/index.html): Numurus engineering services help teams build and deploy edge AI systems. Software development, hardware prototyping, system integration, and ongoing project support. (433 words) - [Production-ready edge AI for critical operations](/content/solutions/industry/index.html): Edge AI solutions for commercial automation, defense, and security applications. (282 words) - [Everything you need to build with NEPI](/content/resources/index.html): NEPI documentation hub. Platform reference, tutorials, API docs, and guides for the source-available edge AI platform. (139 words) - [Get in touch](/content/contact/index.html): Get in touch with Numurus. Request a demo, ask about NEPI, or discuss engineering services for your edge AI project. (55 words) - [Bring edge AI into the classroom](/content/solutions/education/index.html): Edge AI tools for robotics and AI education programs including MATE ROV and FIRST Robotics. (250 words) - [Edge AI for research teams and labs](/content/solutions/science/index.html): Edge AI solutions for scientific research teams building sensor-driven field systems. (239 words) ## Resources - [Full Page Index](/index.html): Browse all cached pages with rich metadata - [About This Cache](/content/about.html): Methodology, technical details, and usage guidelines - [XML Sitemap](/sitemap.xml): Machine-readable sitemap for crawler discovery - [Robots.txt](/robots.txt): Crawler directives