AI & Computer Vision
Deployable hardware and software for surveillance, monitoring, and intelligence gathering — from edge devices to multi-GPU inference servers.
The Future of AI Runs on Smarter Hardware
FULL-STACK AI HARDWARE SOLUTIONS
“The question is not whether machines will think—but whether the hardware we build will let them think fast enough to matter.”
Pioneering AI Hardware for the Real World
We build and bring to market full-stack AI hardware solutions—from edge inference devices running real-time computer vision to GPU clusters powering predictive analytics at scale. In a world where the Pentagon is investing billions in defense AI and enterprises race to deploy vision systems on the factory floor, In Portofino bridges the gap between breakthrough research and production-ready hardware. Our team brings deep expertise across GPUs, FPGAs, TPUs, neuromorphic processors, and edge AI accelerators.
We partner with mid-size enterprises, large corporations, and government agencies to build and bring to market AI hardware that solves the hardest problems in computer vision, predictive maintenance, autonomous systems, and secure edge computing—grounded in algorithm-hardware co-design, energy-efficient inference, and scalable deployment.
Services
Digital Transformation
End-to-end modernization of legacy systems with AI-powered workflows and secure cloud-native architectures.
Predictive Analytics
Data-driven decision support powered by GPU/TPU clusters — predictive maintenance, demand forecasting, and anomaly detection.
IT Automation & Infrastructure
Rapid-deployment technology systems — from edge computing nodes to enterprise data center buildouts with full automation.
We Also Build the Hardware Itself
Product development from scratch for startups, small businesses, and growing manufacturers. Industrial design, electronics, firmware, 3D-printed prototypes, and edge AI that runs on the device. The same engineering team that delivers our federal work.
3D Printing and Rapid Prototyping, In House
We print on our own machines. A design change in the morning is a part in your hand the next day, not a three-week quote cycle with an outside shop. FDM for fit and function, resin for detail, and engineering materials — PETG, ASA, nylon, carbon-fiber-filled nylon, TPU, polycarbonate — when the part has to survive heat, vibration, or the outdoors.
Iteration is the point. Print it, test it, break it, fix the model, print it again. When you are ready for volume, we hand the design to vetted CNC, casting, and injection molding partners and stay on the line through first article inspection.
Edge AI Inside the Box
A printed enclosure is a shell until something inside it thinks. We design the board, write the firmware, and put the model on the device — NVIDIA Jetson, Raspberry Pi compute modules, ESP32, STM32, and dedicated inference accelerators, selected against your power budget rather than a spec sheet.
Computer vision, anomaly detection, and predictive maintenance run locally. The product keeps working when the network drops and your data never leaves the site. That matters on a factory floor. It matters more on a federal one.
Startups & Founders
You have a concept and a deadline. Maybe a raise to close. We turn the idea into CAD, print it, put electronics inside it, and hand you something an investor or a first customer can pick up. No minimum order. No factory tooling bill on day one.
Small & Mid-Size Business
Your product sells but the build costs too much, breaks too often, or leans on a part you can no longer source. We redesign for manufacturing, cut part count, and get the unit cost where the margin works.
Government & Mission Support
Same engineers, federal rules. Rapid prototyping against SBIR and program milestones, NIST 800-53 and CMMC-aligned governance, and documentation built for the review board that reads it. UEI G4RPDHKFVHJ4. CAGE 20KT4. WOSB-designated.
A Global Team Building the AI Hardware Revolution
We’re a diverse team of hardware architects, AI engineers, and defense-cleared consultants based in Houston, Texas—with talent spanning the globe. We bring together expertise in semiconductor design, edge computing, and enterprise AI deployment to build products that make intelligent systems faster, smaller, and more reliable.