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Inference where the cameras are, not where the cloud is
Edge AI moves the model to the site: NVR rooms, camera cabinets, gateways at the network edge. The board needs compute class, an accelerator slot and a way to report back — the three models below quote those exact fields on their datasheets.
RYZEN AI 9 365 · CORE ULTRA · M.2 PCIE 5.0 · NVMe · 4G/5G BACKHAUL
At The Edge
Four things an inference node asks for
- AI-class compute: the HK800CA’s CPU field reads AMD Ryzen AI 9 365 — the Ryzen AI line for on-device inference at the node.
- Accelerator and storage bandwidth: the RP7003AW quotes an M.2 2280 slot on PCIe 5.0 x4; the TOP800B adds a PCIe 4.0 x4 slot beside its M.2 2280 PCIe 4.0 x4 NVMe.
- Big memory envelope: DDR5 96GB on the TOP800B and RP7003AW holds multiple models and large video buffers at once.
- Backhaul: B-Key with Micro-SIM on the TOP800B and a B-Key slot supporting 4G/5G or SSD on the RP7003AW keep sites talking over cellular.
Recommended Models
Three nodes for the inference fleet
CPU fields, slots and memory are quoted from the model pages — the AI-capability reading stops where the datasheet stops.
HK800CA
AMD Ryzen AI 9 365
DDR5 64GB, three 4K-capable outputs, dual i226-V 2.5G, M.2 NVMe.
Why: Ryzen AI 9 365 sits on the CPU field — the AI-class Ryzen platform for on-site inference nodes.
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TOP800B
Core Ultra 5/7 · 28W
DDR5 96GB, HDMI 2.1 8K, PCIe 4.0 x4 slot, M.2 2280 NVMe, 4G/5G B-Key.
Why: PCIe 4.0 x4 slot plus M.2 2280 NVMe make an NVR/inference box with desktop-class headroom.
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RP7003AW
Core 12th/13th Gen · U/P
DDR5 96GB, M.2 2280 PCIe 5.0 x4, B-Key 4G/5G, 2× CAN, DC 9–36V.
Why: PCIe 5.0 M.2 bandwidth for accelerator cards and a 4G/5G B-Key for camera-site backhaul.
View →Deployment Flow
From model to running node
Four steps we walk with system integrators on edge AI roll-outs.
Model & workload
Inference type, batch size and latency budget — what runs on the node defines the CPU class.
Node sizing
CPU, DDR5 capacity and the accelerator slot — PCIe 4.0 or 5.0 M.2 — matched to the model.
Site power & link
DC input range for the cabinet; cellular backhaul slot for sites without a wired uplink.
Fleet rollout
Burn-in tested nodes, locked configurations and a remote service plan for each site.
Questions
Edge AI, answered
The HK800CA carries the AMD Ryzen AI 9 365 on its CPU field — the AI-class Ryzen platform — while the TOP800B runs Core Ultra 5/7 at 28W for desktop-class inference headroom.
The RP7003AW quotes an M.2 2280 slot on PCIe 5.0 x4; the TOP800B adds a PCIe 4.0 x4 slot beside its M.2 2280 PCIe 4.0 x4 NVMe.
The TOP800B carries a B-Key with Micro-SIM for 4G/5G, and the RP7003AW quotes a B-Key slot supporting 4G/5G or SSD — camera sites stay connected without a wired uplink.
Get A Quote
The model runs where the cameras are — that is the edge.
Send the workload, model size and site power — we’ll size the node within 24–48 hours.
