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
100-Item Buildout Map
100 starter targets matched
This is the working expansion list: components, models, software, robots, drones, and solution kits that can become full product pages once images, links, pricing, and affiliate paths are added.
CPUs
6 targetsAMD Ryzen 9 9950X
High-end consumer CPU for local AI workstations and creator PCs.
Verify motherboard, cooling, and PCIe lane needs before standardizing.
AMD Threadripper PRO 7995WX
Large workstation CPU for multi-GPU builds, memory-heavy workloads, and engineering teams.
Best treated as a high-budget platform choice, not a casual desktop upgrade.
AMD EPYC 9654
Server CPU for private inference servers, virtualization, and high-memory local AI infrastructure.
Confirm server board, memory channel, and chassis compatibility.
Intel Core Ultra 9 285K
Modern desktop CPU option for balanced local AI workstations with GPU acceleration.
NPU marketing is less important than GPU, memory, thermals, and software stack.
Intel Xeon W9-3595X
Enterprise workstation CPU for ECC memory, expansion, and professional AI hardware builds.
Useful when reliability and PCIe expansion matter more than lowest cost.
Ampere Altra Max M128-30
ARM server CPU for efficient infrastructure experiments and non-CUDA service layers.
Treat as a specialist option unless the software stack is ARM-ready.
GPUs & Accelerators
14 targetsNVIDIA GeForce RTX 4090
High-performance single-GPU baseline for local LLMs, vision models, and image generation.
Still a strong value if pricing is reasonable and power/cooling are handled.
NVIDIA GeForce RTX 5090
Newer single-GPU path for local AI buyers who want current-generation CUDA support.
Pricing and availability should be manually verified before recommending.
NVIDIA RTX PRO 6000 Blackwell
Large-memory professional GPU for single-card local AI systems and workstation inference.
High-budget option where memory, ECC, and supportability matter.
NVIDIA RTX 6000 Ada
Professional GPU for stable workstation deployments with more VRAM than consumer cards.
Compare used/new pricing against newer Blackwell workstation cards.
NVIDIA GeForce RTX 4060 Ti 16GB
Low-power 16GB card for budget local AI, smaller models, and starter systems.
Good VRAM-per-watt, but not a high-throughput card.
NVIDIA GeForce RTX 4070 Ti Super
Balanced local AI and creator GPU for users who want more speed than budget cards.
Watch VRAM limits before positioning it for larger models.
NVIDIA GeForce RTX 4080 Super
High-end local AI card for image generation, small serving, and fast single-user inference.
Often speed-rich but memory-limited compared with 24GB and 48GB cards.
NVIDIA L40S
Data center GPU for inference servers, visualization, and enterprise AI infrastructure.
Requires proper server airflow, power, and procurement validation.
NVIDIA H100 PCIe
Enterprise accelerator for serious private inference and training workloads.
Usually belongs in server architecture, not DIY workstations.
NVIDIA H200 SXM
High-memory accelerator for enterprise-scale model serving and large-context workloads.
Procurement, cooling, and chassis ecosystem must be verified.
AMD Radeon PRO W7900
48GB professional GPU option for buyers exploring non-NVIDIA local AI paths.
Software compatibility should be validated for each runtime.
AMD Radeon AI PRO R9700
Modern AMD AI workstation card candidate for open and ROCm-aligned deployments.
Availability, drivers, and runtime maturity should be verified.
Intel Arc Pro B60 24GB
Affordable high-VRAM GPU candidate for non-CUDA experimentation and edge workstations.
Treat as promising but software-stack dependent.
Google Coral USB Accelerator
Small accelerator for low-power TensorFlow Lite edge inference.
Best for compact models, not modern LLM workloads.
Edge Computers
9 targetsNVIDIA Jetson Orin Nano
Entry Jetson platform for edge vision, robotics prototypes, and low-power inference.
Great starter module when CUDA ecosystem matters at the edge.
NVIDIA Jetson Orin NX
Midrange embedded AI module for production edge inference.
Already a strong Black Scarab catalog candidate.
NVIDIA Jetson AGX Orin
High-end embedded platform for robotics, multi-camera perception, and edge AI gateways.
Use when smaller edge modules cannot handle the workload.
Seeed Studio reComputer J4012
Packaged Jetson-based system for buyers who want less assembly work.
Good bridge between module and finished device.
Raspberry Pi 5
Low-cost host for sensors, cameras, small services, and educational edge AI builds.
Pair with accelerators for AI workloads beyond light inference.
Raspberry Pi Compute Module 5
Production-friendly Raspberry Pi module for custom carrier boards and compact edge devices.
Useful when a standard Pi form factor is not deployment-ready.
OnLogic Karbon 800
Industrial edge computer for harsh environments and cabinet-mounted deployments.
Verify CPU/GPU configuration and I/O options per project.
Advantech MIC-733
Industrial edge AI box for rugged vision and automation workloads.
Good candidate for manufacturing and transport deployments.
Dell Edge Gateway 5200
Gateway platform for industrial integration, telemetry, and local analytics.
Useful where device integration matters as much as AI inference.
Boards & Microcontrollers
7 targetsArduino Nicla Vision
TinyML board for compact vision, sensor fusion, and low-power inspection concepts.
Best for learning and constrained embedded use cases.
Arduino Portenta H7
Industrial-grade microcontroller board for control loops and edge prototypes.
Useful in automation stacks that need deterministic control.
Arduino Portenta X8
Hybrid microcontroller/Linux board for secure industrial edge applications.
Position for buyers needing more than a basic microcontroller.
Raspberry Pi Pico 2 W
Low-cost wireless microcontroller for sensors, control, and educational edge projects.
Tiny price point makes it valuable for parts-volume content.
Espressif ESP32-S3-DevKitC-1
Wi-Fi/Bluetooth microcontroller for connected sensors, low-cost cameras, and edge nodes.
A strong building block for inexpensive connected products.
STMicroelectronics STM32 Nucleo-H743ZI2
High-performance MCU development board for industrial control and embedded AI experiments.
Good for serious embedded developers rather than casual beginners.
PJRC Teensy 4.1
Fast microcontroller board for real-time audio, signal processing, and compact control systems.
Useful in DIY and prototyping guides.
Cameras & Vision
9 targetsLuxonis OAK-D Pro
Stereo depth camera with onboard AI for spatial perception.
Good for robotics, retail analytics, and safety zones.
Luxonis OAK-D Lite
Lower-cost OAK-D option for spatial AI experiments and prototypes.
Good starter recommendation for depth AI buyers.
Intel RealSense D455
Depth camera for spatial analytics, robotics perception, and measurement.
Already covered and worth keeping as a comparison point.
Basler ace 2
Industrial camera family for repeatable machine vision capture.
Ideal for quality inspection buyer journeys.
FLIR Boson+
Thermal module for night vision, condition monitoring, and environment-aware sensing.
Specialized but high-value when thermal data matters.
Raspberry Pi AI Camera
Low-cost camera module with onboard AI sensor capabilities for Raspberry Pi projects.
Important for hobbyist and education traffic.
Arducam ToF Camera
Compact depth camera for range sensing and robotics experiments.
Good bridge between hobby and practical edge projects.
Stereolabs ZED 2i
Rugged stereo camera for robotics, spatial mapping, and 3D perception.
Use in robotics comparisons, and consider adding Robotics as a future buyer segment.
IDS uEye+ XCP
Compact industrial camera family for machine vision and embedded systems.
Useful for expanding beyond Basler in vision comparisons.
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
5 targetsDJI Mavic 3M
Crop monitoring and field intelligence drone for precision agriculture.
Already aligned with the agriculture catalog.
DJI Matrice 350 RTK
Enterprise drone platform for inspection, mapping, and multi-sensor payloads.
Strong comparison anchor for professional drone buyers.
DJI Agras T50
Field execution drone for spraying and spreading operations.
High-ticket agriculture product path.
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
34 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.
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 gateway-style platform for bringing local analytics, device integration, and edge processing into operational environments.
Intel RealSense D455
A depth camera suited for perception, measurement, and spatial understanding in edge AI systems.
Basler ace Camera
An industrial-grade machine vision camera family built for consistent image quality in production and inspection environments.
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
Turn shortlisted products into a deployable system
Use the intake flow to tell us what you're building and we'll help map the right devices, infrastructure, and architecture to your use case.