AI Infrastructure Catalog
Source the stack behind real-world AI systems
Find the compute, sensors, cameras, networking, storage, power, software, and deployment products needed to assemble edge AI, local AI, and industry-specific systems from one growing catalog.
Deployment Map
Choose the right layer of the stack
Browse products by the role they play in a real deployment: perception, compute, connectivity, model runtime, robotics, power, storage, and complete solution kits.
Buyer Context
Refine by deployment need
Category selection now happens in the architecture map above. This keeps the catalog from repeating the same filter twice.
Industry
Active category: All
Buildout Map
53 future targets matched
This is the working expansion list: components, models, software, robots, drones, and solution kits that still need full product pages, images, links, pricing, and affiliate paths.
Sensors
9 targetsBosch BME688
Gas, humidity, pressure, and temperature sensor for environmental intelligence.
Small part with many edge AI context uses.
Bosch BMI270
Motion sensor for wearables, activity recognition, and compact device telemetry.
Good for TinyML and physical AI content.
Sensirion SCD41
CO2 sensor for indoor air quality and occupancy-aware systems.
Useful in smart building and facility monitoring bundles.
Sensirion SHT45
Accurate temperature/humidity sensing for environment-aware deployments.
Strong commodity sensor candidate for small parts monetization.
ST VL53L8CX
Multizone distance sensor for proximity, occupancy, and compact spatial systems.
Useful for low-cost spatial awareness kits.
TDK InvenSense ICM-42688-P
Motion sensor for robotics, vibration, and mobile device telemetry.
Good for robotics and drone accessory lists.
Stevens HydraProbe
Soil moisture and salinity sensor for precision agriculture deployments.
Already aligned with agriculture catalog strategy.
Banner Q45CT Current Sensor
Current sensing for machine monitoring and predictive maintenance.
Good fit for manufacturing solution kits.
SICK TiM781 LiDAR
LiDAR sensor for object detection, safety zones, and mobile robotics.
High-value sensor category for physical AI deployments.
Networking & Connectivity
9 targetsNVIDIA ConnectX-7
High-speed networking card for GPU clusters and AI servers.
Also belongs in local AI systems; use tags later for multi-category discovery.
NVIDIA ConnectX-6 Dx
Data center networking card for secure, high-throughput AI infrastructure.
Useful lower-cost option in used server builds.
NVIDIA BlueField-3 DPU
DPU for networking, security offload, and infrastructure acceleration.
This is exactly why components need tags beyond a single category.
Ubiquiti UniFi Dream Machine Pro
Small-site networking appliance for labs, offices, and light commercial deployments.
Good SMB bundle component.
MikroTik CCR2004
Cost-effective router for advanced local networks and small edge deployments.
Good value product for technical buyers.
Cradlepoint E300
Cellular router for distributed sites and mobile edge systems.
Already a live catalog candidate.
Teltonika RUTX50
Industrial cellular router for remote field and vehicle deployments.
Useful alternative to enterprise cellular routers.
Starlink Standard Kit
Satellite backhaul for remote AI deployments.
Already a strong remote-ops product page candidate.
Cisco Catalyst IE3400
Industrial switch for factory and field network infrastructure.
Good enterprise-grade comparison product.
Storage & Memory
5 targetsSamsung 990 PRO 4TB NVMe
Fast model and dataset storage for local AI workstations.
Easy affiliate candidate for hobbyist and workstation guides.
Crucial T700 PCIe 5.0 NVMe
High-speed local storage for model files, datasets, and scratch space.
Verify thermals and heatsink requirements.
Solidigm D7-P5520 U.2
Enterprise NVMe storage for server-side local AI and RAG stores.
Good for rackmount AI infrastructure content.
Micron 7450 MAX NVMe
Enterprise NVMe drive for write-heavy local datasets and document retrieval systems.
Confirm endurance class for the workload.
Kingston Server Premier DDR5 ECC RDIMM
ECC memory for server and workstation local AI systems.
Compatibility must be checked against motherboard QVLs.
Power & Enclosures
5 targetsMean Well HDR-60-24
Compact industrial 24V power supply for sensors and edge nodes.
Small component that appears in many practical BOMs.
Mean Well RSP-500-24
Higher-power 24V supply for cabinets, cameras, and industrial accessories.
Confirm load, derating, and enclosure thermals.
Corsair HX1500i
High-wattage PSU for local AI GPU workstations.
Useful for multi-GPU or high-power desktop builds.
Noctua NF-A12x25
High-quality fan for workstation, enclosure, and cooling upgrades.
Small but practical affiliate component.
Pelican 1450 Case
Protective case for mobile edge kits, field sensors, and rugged transport.
Good add-on for field deployment bundles.
Drones
3 targetsDJI Matrice 350 RTK
Enterprise drone platform for inspection, mapping, and multi-sensor payloads.
Strong comparison anchor for professional drone buyers.
Autel EVO Max 4T
Enterprise drone for inspection, thermal imaging, and situational awareness.
Useful alternative in DJI-heavy comparisons.
Skydio X10
Autonomous drone for inspection, public safety, and infrastructure monitoring.
Strong autonomous robotics/inspection crossover.
Robotics
7 targetsUniversal Robots UR5e
Cobot arm for machine tending, inspection, and light automation.
High-ticket comparison product with strong buyer intent.
Universal Robots UR10e
Larger cobot arm for higher payload automation and production tasks.
Compare payload, reach, and tooling ecosystem.
Unitree Go2 EDU
Research and education quadruped for robotics learning and patrol concepts.
Good robotics traffic product, but buyer intent may skew hobbyist/research.
Unitree B2
Heavier quadruped for industrial inspection, patrol, and field robotics.
High-interest robotics comparison candidate.
MiR250
AMR for internal logistics, material movement, and warehouse workflows.
Good fit for operations buyers comparing full robots.
Clearpath Jackal UGV
Research UGV for autonomy, outdoor robotics, and sensor payloads.
Useful for bridging robotics and field edge AI.
Elephant Robotics myCobot 320
Lower-cost robot arm for education, prototyping, and light automation experiments.
Good entry-level robotics catalog product.
AI Models
6 targetsMeta Llama 3.3 / Llama 4 family
General-purpose open-weight model family for local and private AI deployments.
Keep versions current because model naming changes quickly.
Qwen3
Strong open model family for coding, multilingual work, and local inference tests.
Verify best checkpoints and licenses before recommending commercially.
DeepSeek-R1
Reasoning-focused model for local evaluation, agents, and technical workflows.
Hardware requirements depend heavily on distilled vs full-size variants.
Google Gemma 3
Open model family for efficient local chat, experimentation, and app embedding.
Good fit for beginner local AI content.
Mistral Small 3.1
Efficient model option for local assistants and commercial model comparisons.
Check license and deployment terms by model release.
Microsoft Phi-4
Compact model family for smaller local systems and edge inference experiments.
Strong candidate for lower-resource hardware guides.
Software & Runtimes
6 targetsOllama
Beginner-friendly local AI runtime for running and managing models.
Default software recommendation for simple local AI setups.
LM Studio
GUI-first local AI app for model discovery, chat, and quick experiments.
Good for non-technical buyers and LinkedIn-friendly guides.
Open WebUI
Self-hosted chat interface for local AI systems and small teams.
Good bridge between local AI box and business usability.
llama.cpp
Portable inference engine for CPUs, GPUs, Apple Silicon, and edge devices.
Important for explaining GGUF and hardware flexibility.
vLLM
Higher-concurrency model serving layer for teams and private AI infrastructure.
Best introduced after readers understand basic local AI.
TensorRT-LLM
NVIDIA-optimized runtime for maximum inference performance.
Powerful but advanced; should be positioned as enterprise/serious builder software.
Solution Kits
3 targetsLocal AI Hobbyist Workstation Kit
GPU, storage, memory, and software bundle for first local AI setup.
Natural affiliate bundle built from articles already on the site.
Manufacturing Visual Inspection Starter Kit
Camera, lighting, edge computer, model runtime, and mounting bundle for inspection.
High-value path toward consulting-free monetization.
Retail Real-Time Inventory Kit
Depth camera, edge computer, local model, and dashboard bundle for shelf monitoring.
Good bridge between product catalog and case-study traffic.
Live Product Library
53 detailed product pages matched
These are the finished product records with images, deeper notes, and outbound paths. The buildout map above is the backlog for what should become this library over time.
AMD Ryzen 9 9950X
A 16-core Zen 5 desktop processor for local AI workstations, creator PCs, and high-performance CPU-heavy edge development systems.
Intel Core Ultra 9 285K
A flagship Intel desktop processor with CPU, GPU, and NPU AI acceleration for high-performance local AI PCs, workstations, and development systems.
Intel Xeon W9-3595X
A 60-core Intel Xeon W workstation processor for professional AI development, simulation, rendering, and high-memory desktop infrastructure.
AMD Threadripper PRO 7995WX
A 96-core workstation processor for extreme multithreaded workloads, high-end local AI workstations, simulation, rendering, and data-heavy development systems.
AMD EPYC 9654
A 96-core EPYC 9004 Series server processor for dense infrastructure, private AI servers, virtualization, and data-heavy enterprise workloads.
Ampere Altra Max M128-30
A 128-core Arm server processor built for cloud-native, power-efficient infrastructure, edge compute installations, and dense multi-tenant workloads.
NVIDIA L40S
A 48GB Ada Lovelace data-center GPU for generative AI inference and training, 3D graphics, rendering, video, and virtual workstation infrastructure.
NVIDIA H100 NVL
A PCIe-based H100 NVL data-center accelerator for large language model inference, enterprise AI servers, and multi-GPU private AI infrastructure.
NVIDIA H200 SXM
An SXM-based H200 data-center accelerator platform for generative AI, large language model inference, high-performance computing, and multi-GPU AI servers.
NVIDIA RTX PRO 6000 Blackwell Server Edition
A 96GB Blackwell data center GPU for enterprise AI servers, multi-GPU inference, industrial AI, rendering, simulation, and virtual workstation infrastructure.
NVIDIA RTX PRO 6000 Blackwell Workstation Edition
A 96GB Blackwell professional desktop GPU for premium AI workstations, data science, rendering, simulation, and local model development.
NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition
A density-optimized 96GB Blackwell professional GPU for scalable multi-GPU workstations, AI development, data science, simulation, and rendering.
AMD Radeon PRO W7900
A 48GB RDNA 3 professional workstation GPU for visualization, rendering, media, simulation, CAD, and AMD-based pro workstation builds.
AMD Radeon AI PRO R9700
A 32GB RDNA 4 professional AI GPU for local AI inference, development, memory-intensive desktop workloads, and ROCm-oriented AMD workstations.
Intel Arc Pro B60 24GB
A 24GB Intel Xe2 workstation GPU for AI-capable professional desktops, larger local model execution, multi-display workflows, and scalable Linux workstation builds.
Google Coral USB Accelerator
A compact USB Edge TPU accelerator for low-power TensorFlow Lite inference on existing Linux, macOS, Windows, and Raspberry Pi systems.
NVIDIA RTX 6000 Ada Generation
A 48GB Ada-generation professional GPU for AI workstations, rendering, simulation, visualization, and virtual workstation infrastructure.
NVIDIA GeForce RTX 4060 Ti
A power-efficient Ada Lovelace GeForce GPU for budget local AI experiments, creator PCs, lightweight inference, and GPU-backed development workstations.
NVIDIA GeForce RTX 4070 Ti Super
A 16GB Ada Lovelace GeForce GPU for serious local AI workstations, creator systems, rendering, simulation, and CUDA-backed development without stepping up to flagship pricing.
NVIDIA GeForce RTX 4080 Super
A high-end 16GB Ada Lovelace GeForce GPU for premium local AI workstations, rendering, simulation, creator workloads, and CUDA-backed development systems.
NVIDIA GeForce RTX 5090
A 32GB Blackwell-generation GeForce RTX GPU for premium local AI workstations, high-end inference, rendering, simulation, and creator workloads.
NVIDIA GeForce RTX 4090
A 24GB GeForce RTX GPU for high-end local AI workstations, model experimentation, rendering, simulation, and GPU-backed development systems.
OnLogic Karbon 804
A rugged industrial edge computer with 12th or 13th Gen Intel Core processing, dual ModBay, PCIe Gen 4 expansion, and high-density I/O for automation, machine learning, and field AI deployments.
Advantech MIC-733-AO
A compact fanless edge AI computer based on NVIDIA Jetson AGX Orin, built for industrial vision, robotics, remote monitoring, and high-throughput on-site inference.
NVIDIA Jetson Orin Nano Super Developer Kit
A compact Jetson developer kit with up to 67 INT8 TOPS for robotics, vision AI, generative AI experiments, and low-power edge inference prototypes.
Seeed Studio reComputer J4012
A compact Jetson Orin NX 16GB edge AI computer for local inference, robotics prototypes, smart cameras, machine vision, and low-power physical AI deployments.
Raspberry Pi 5
A versatile single-board computer for prototyping, lightweight edge workloads, robotics education, sensors, control systems, and low-cost local automation projects.
Raspberry Pi Pico 2 W
A low-cost wireless microcontroller board based on RP2350, with dual Arm Cortex-M33 or dual Hazard3 RISC-V cores, 520KB SRAM, Wi-Fi, Bluetooth 5.2, and MicroPython support.
Espressif ESP32-S3-DevKitC-1-N8R8
An entry-level ESP32-S3 development board with Wi-Fi, Bluetooth Low Energy, 8MB flash, 8MB PSRAM, exposed GPIO, USB, and support for neural network and signal-processing workloads.
STMicroelectronics NUCLEO-H753ZI
An STM32 Nucleo-144 development board with the STM32H753ZI MCU, integrated ST-LINK debugger/programmer, Arduino/ST Zio and ST morpho expansion, and STM32Cube support for industrial control and embedded prototypes.
PJRC Teensy 4.1 with Pins
A compact, high-speed Teensy microcontroller board with a 600MHz Arm Cortex-M7, 8MB flash, 1024KB RAM, native microSD, USB device and host support, Ethernet capability, and rich I/O for real-time embedded work.
Raspberry Pi Compute Module 5
An embedded Raspberry Pi 5-class compute module for custom carrier boards, industrial prototypes, edge controllers, kiosks, and productized IoT or robotics systems.
Arduino Nicla Vision
A tiny Arduino vision AI board with a 2MP camera, dual-core STM32 processor, IMU, microphone, distance sensor, Wi-Fi, and Bluetooth LE for TinyML and low-power edge perception projects.
Arduino Portenta H7
A high-performance Arduino board with a dual-core STM32H747 processor, Wi-Fi, Bluetooth, USB-C, DisplayPort, expansion connectors, and TensorFlow Lite support for advanced embedded and industrial prototypes.
Arduino Portenta X8
An industrial Arduino system-on-module with Linux, container-based application deployment, secure OTA updates, hardware security, and a 9-core heterogeneous architecture for edge and automation systems.
NVIDIA Jetson Orin NX
A compact edge AI module for high-performance inference in constrained environments where latency and power draw matter.
NVIDIA Jetson AGX Orin
A higher-performance Jetson platform for advanced edge workloads, robotics, and sensor-heavy deployments that need significant local AI throughput.
Dell Edge Gateway 5200
An industrial edge gateway with Intel Core i3/i5/i7 TE processor options, wired and wireless connectivity, industrial I/O, and support for Windows IoT, Ubuntu, and Dell NativeEdge.
Luxonis OAK-D Pro
A rugged spatial AI camera with stereo depth, a high-resolution RGB camera, onboard RVC2 processing, active IR stereo, night vision illumination, DepthAI support, USB-C connectivity, and an IP66-rated enclosure.
Luxonis OAK-D Lite
A lower-cost DepthAI spatial AI camera with RVC2 processing, a 13MP RGB camera, stereo depth, USB-C power and data, a BMI270 6-axis IMU, and onboard neural network inference.
Raspberry Pi AI Camera
A Raspberry Pi camera module built around Sony's 12.3MP IMX500 Intelligent Vision Sensor, with an on-module neural network accelerator, RP2040 firmware management, and standard Raspberry Pi camera connector support.
Arducam ToF Camera for Raspberry Pi
A compact Arducam B0410 time-of-flight depth camera module for Raspberry Pi and NVIDIA Jetson projects, with 240 x 180 depth output, MIPI CSI-2 connectivity, OpenCV support, and a 70-degree diagonal field of view.
Stereolabs ZED 2i
A stereo depth camera for robots, spatial mapping, and 3D perception, with dual 4MP sensors, neural stereo depth sensing, visual-inertial SLAM, USB-C connectivity, and ZED SDK support.
IDS uEye XCP-E UE-39B0XCP-E
A compact IDS uEye XCP-E event-based industrial camera with a 0.92MP Sony IMX636 sensor, 1280 x 720 resolution, USB 3 SuperSpeed connectivity, C-mount lens support, and Prophesee Metavision SDK integration.
Intel RealSense D455
A depth camera suited for perception, measurement, and spatial understanding in edge AI systems.
Basler ace 2 Camera Family
A configurable industrial machine vision camera family for production inspection, lab imaging, automation, and fixed vision systems that need repeatable image capture rather than a consumer or developer camera.
FLIR Boson Thermal
A thermal camera module for deployments where heat signatures and environmental conditions matter as much as visible imagery.
Soil Sensor Network
A distributed sensor layer for moisture, climate, and soil telemetry in precision agriculture environments.
Bosch Environmental Sensor Suite
A class of compact sensors that capture temperature, humidity, air quality, and motion signals for local monitoring systems.
Starlink Terminal
A satellite connectivity option for remote operations where terrestrial networks are limited or unreliable.
Cradlepoint 5G Router
A cellular connectivity layer for mobile and distributed edge systems that need resilient WAN access.
DJI Mavic 3M
A multispectral drone platform built for crop monitoring, field intelligence, and precision agriculture workflows.
DJI Agras T50
A heavy-duty agricultural drone built for spraying, spreading, and high-throughput field operations.
Next Step
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