Florio Industries builds edge-AI autonomous systems that see, remember, and reason — entirely onboard, with zero cloud dependency. Our patent-pending platform serves law enforcement, first responders, agriculture, and everyday people with intelligent tools that work where connectivity doesn't.
Our patent-pending architecture fuses real-time object detection with vision-language model reasoning to build persistent temporal scene understanding — directly on the drone. No cloud. No latency. No single point of failure.
Our edge-AI stack powers a growing family of autonomous systems and intelligent software — from aerial security to local AI assistants.
Autonomous perimeter security UAV running the full temporal reasoning stack on NVIDIA Jetson edge hardware. Dual-pipeline perception, persistent entity tracking, operator BOLO injection, automatic evidence recording, encrypted comms, and closed-loop physical response.
Patent PendingModular ROS2-based software platform: real-time detection, VLM reasoning, temporal engine, BOLO matching, evidence recorder, secured dashboard bridge, and hotspot management with idle watchdog — deployable on NVIDIA Jetson and equivalent edge hardware.
Deployed & TestedA stripped-down, high-speed variant of our perception engine optimized for real-time obstacle avoidance at velocity. Purpose-built for search-and-rescue operations, agricultural surveying in dense terrain, and high-speed autonomous navigation where milliseconds matter.
In DevelopmentAn intelligent assistant system that runs entirely on local hardware — no cloud, no subscriptions, no data leaving your machine. Part of our broader vision to bring capable, private AI tooling to individuals and small teams. More AI projects to follow.
Coming SoonAll perception, reasoning, and actuation occur onboard — no surveillance data ever leaves the drone. Minimal attack surface by design: no cloud servers to breach, no video streams to intercept. Autonomous operation continues even under communications denial.
Architecture DefinedFlorio Industries is an AI and autonomous systems company, not a single-product shop. Our core perception and reasoning technologies are designed to transfer across platforms and problem domains. We're just getting started.
BuildingOur technology is designed for the people and industries that need reliable, intelligent systems in the field — not behind a desk.
A focused team building at the intersection of autonomous systems, edge AI, and practical intelligence.
AI, software, embedded systems, and electronics. Electrical engineering student with project experience spanning liquid rocket engines, CubeSats, and biomedical research. Architect of the patent-pending temporal reasoning system. Proficient in C/C++, Python, ROS2, and NVIDIA Jetson platforms.
Leads airframe design, power systems, and hardware integration across all drone platforms. Responsible for translating system requirements into reliable, field-ready hardware that performs under real-world conditions.
Drives go-to-market strategy, customer engagement, and brand positioning across public safety, agriculture, and civilian markets. Focused on building relationships with the people who will use our products in the field.
Whether you're a potential pilot customer, partner, or just want to learn more — we'd like to hear from you.
jacob@florioindustries.com →