AI at the Edge.
Intelligence where it matters.
Purpose-built Edge AI PCs that bring inference, vision, and decision-making to the point of action — factory floors, hospital beds, city intersections, retail shelves, and farm fields. No cloud round-trip. No latency. No data leaving the premises.
Five reasons AI belongs at the edge
Cloud AI is powerful — but for real-time, on-premise, latency-critical, and privacy-sensitive workloads, AI must live where the data is generated.
- Real-Time Response Edge AI delivers sub-10ms inference — critical for manufacturing defect detection, autonomous robots, and traffic management. Cloud round-trips of 100–300ms are simply too slow for safety-critical and time-sensitive decisions.
- Data Sovereignty & Privacy Sensitive data — patient records, surveillance footage, financial transactions, classified defence operations — never leaves the premises. Full compliance with India’s DPDP Act, GDPR, HIPAA, and sector-specific regulations by design.
- Bandwidth Independence A single HD camera generates 1.5 Gbps of raw video. Multiply by 50 cameras in a factory or smart city deployment — streaming to cloud is neither practical nor affordable. Edge AI processes locally, sends only insights.
- Always-On Reliability Edge AI operates with zero dependency on internet connectivity. Remote mines, agricultural fields, offshore oil rigs, rural healthcare centres, and moving vehicles maintain uninterrupted AI inference even in network-dark zones.
- Predictable Economics No per-inference cloud charges. No variable bandwidth costs. No surprise egress fees. A one-time hardware investment with predictable energy costs gives enterprises a clear, forecastable TCO for AI operations.
Six platform families. One integration partner.
RDP integrates, validates, and supports AI Edge PCs across the industry’s leading silicon and accelerator ecosystems — so you pick the right platform for the right workload.
Jetson Platform
The gold standard for edge AI and robotics. From the 67 TOPS Orin Nano to the 1,200+ TOPS Thor (Blackwell) — unmatched GPU compute at the edge with the full NVIDIA AI software stack.
QCS / RB Series
Qualcomm’s IoT and Robotics platforms deliver AI compute with native 5G/Wi-Fi 7 connectivity. The RB5 and QCS8550 enable always-connected, vision-first AI devices with extreme power efficiency.
Core Ultra / Edge
Intel Core Ultra Series 3 (Panther Lake) delivers up to 180 platform TOPS across CPU + GPU + NPU. Integrated AI acceleration with x86 compatibility for seamless enterprise software migration.
Ryzen AI / Kria
AMD’s Ryzen AI 400 with XDNA 2 NPU delivers 50 TOPS for commercial edge, while Kria SoM with FPGA fabric enables custom-optimized, deterministic AI for industrial and defence applications.
Hailo-8 / Hailo-15
Purpose-built AI accelerators delivering 26 TOPS at just 2.5W — the highest TOPS-per-watt ratio in the industry. M.2 and PCIe modules that add AI acceleration to any existing system.
RDP Custom Edge PCs
RDP-designed and manufactured carrier boards, enclosures, and integrated systems. Combine any platform above with RDP’s industrial-grade engineering for India-specific deployment requirements.
Three performance tiers. Every edge workload covered.
From single-sensor endpoints to multi-camera AI hubs — select the right compute tier for your deployment scale.
15–40 TOPS
Single-camera vision, sensor fusion, basic inference at ultra-low power. Ideal for distributed endpoints.
- 1–2 camera streams
- 5W–15W power envelope
- Fanless, compact form factor
- Classification, detection, counting
- IP65/IP67 ruggedised options
40–157 TOPS
Multi-camera analytics, complex vision pipelines, real-time decision engines. The sweet spot for most deployments.
- 4–8 camera streams
- 15W–40W power envelope
- Multi-model inference
- Object tracking, segmentation
- Local dashboard &alerts
157–275+ TOPS
Multi-site aggregation, generative AI at edge, autonomous systems. Maximum compute for complex workloads.
- 8–16+ camera streams
- 40W–130W power envelope
- Generative AI / LLMs at edge
- Multi-model orchestration
- Edge training &fine-tuning
Edge AI for every industry vertical
Pre-validated hardware configurations for India’s highest-impact AI deployment scenarios.
Smart Manufacturing
Visual quality inspection, defect detection, OEE monitoring, predictive maintenance — AI on the production line.
Explore SolutionsSmart City &Traffic
ANPR, traffic flow optimization, signal control, incident detection — real-time intelligence for urban infrastructure.
Explore SolutionsHealthcare &Medical
Medical imaging AI, patient monitoring, pathology screening — diagnostic intelligence at the point of care.
Explore SolutionsRetail Intelligence
Footfall analytics, shelf compliance, queue management, loss prevention — AI-powered store operations.
Explore SolutionsAgriculture &Precision Farming
Crop disease detection, precision irrigation, yield prediction, drone analytics — AI for India’s 150M farming households.
Explore SolutionsRobotics &Autonomous
AMRs, AGVs, inspection robots, delivery bots — GPU-accelerated compute for perception, planning, and control.
Explore SolutionsVideo Surveillance &Security
AI-NVR, face detection, perimeter intrusion, crowd analytics — intelligent video processing at every camera.
Explore SolutionsEducation &AI Labs
NEP 2020-aligned AI labs, 40-seat classroom kits, university research workstations — real AI, not simulation.
Explore SolutionsReference Architectures
Complete edge AI deployment blueprints — pre-configured hardware stacks for common institutional use cases. All architectures deployable under Make in India compliance with GeM-eligible procurement.
Smart City ITMS
For: Government / Smart City SPV
Intelligent Traffic Management System with ANPR, signal control, and incident detection across 50–200 intersections.
Edge Infrastructure:
- ▸ Edge AI Nodes (50× units) — Hailo-8 or Jetson Orin Nano per junction
- ▸ Zone Aggregation Hubs (5× units) — Jetson AGX Orin per zone
- ▸ Central Command Server (1× unit) — GPU server for city-wide dashboard
- ▸ 4G/5G backhaul + edge-to-cloud sync
Campus Surveillance Network
For: Corporate / Education / Government
64–256 camera AI surveillance with perimeter intrusion, face detection, and crowd analytics across a campus or industrial complex.
Edge Infrastructure:
- ▸ AI-NVR Nodes (8× units) — Dual Hailo-8, 8 cameras each
- ▸ Central AI Hub (1× unit) — Jetson AGX Orin aggregation
- ▸ Storage Server (2× units) — 30-day retention, RAID-6
- ▸ PoE switches + fibre backbone
Factory Quality Inspection
For: Manufacturing / OEM
In-line visual inspection with defect classification, dimension measurement, and MES integration across 4–12 production lines.
Edge Infrastructure:
- ▸ Line Edge Nodes (12× units) — Jetson Orin NX per station
- ▸ Factory Hub (1× unit) — Intel Core Ultra 9 with MES bridge
- ▸ Industrial cameras (GigE Vision / USB3)
- ▸ Industrial Ethernet + OPC-UA gateway
Retail Chain Analytics
For: Retail / FMCG / Quick Commerce
Per-store AI node with footfall, shelf compliance, queue management, and chain-wide dashboard aggregation for 50–500 stores.
Edge Infrastructure:
- ▸ Store AI Nodes (per store) — Dual Hailo-8, 8 cameras
- ▸ Regional Hub (per 50 stores) — Jetson AGX Orin aggregation
- ▸ HQ Dashboard Server — GPU server for chain analytics
- ▸ 4G uplink per store + cloud sync
Agricultural Monitoring
For: AgriTech / FPO / State Agriculture Dept
Solar-powered field nodes with crop disease detection, drone analytics, and precision irrigation — fully functional offline.
Edge Infrastructure:
- ▸ Field AI Nodes (per plot) — Hailo-8, solar + battery, IP67
- ▸ Farm Hub (per cluster) — Jetson Orin NX with 4G uplink
- ▸ Drone AI Station (1× unit) — Jetson AGX Orin for NDVI processing
- ▸ LoRaWAN sensors + satellite fallback
University AI Lab
For: AICTE / Universities / Schools
40-seat AI lab with student dev kits, faculty workstation, and shared GPU server — single PO, single vendor, NEP 2020 aligned.
Edge Infrastructure:
- ▸ Student AI Kits (40× units) — Jetson Orin Nano + accessories
- ▸ Faculty Workstation (2× units) — Jetson Orin NX + display
- ▸ Lab GPU Server (1× unit) — AGX Orin for shared training
- ▸ Pre-loaded curriculum + 50 guided projects
Need a custom architecture? We’ll design a solution specific to your requirements.
Request Custom Edge AI BOMPlatform-to-use-case mapping
Not sure which platform fits your workload? This matrix shows the recommended (★) and compatible (✓) platforms for each industry use case.
| Use Case | NVIDIA Jetson | Qualcomm | Intel Edge | AMD Ryzen AI | Hailo | RDP Custom |
|---|---|---|---|---|---|---|
| Smart Manufacturing | ★ | ✓ | ★ | ✓ | ✓ | ★ |
| Smart City &Traffic | ★ | ✓ | ✓ | — | ★ | ★ |
| Healthcare &Medical | ★ | ✓ | ★ | ✓ | — | ✓ |
| Retail Intelligence | ✓ | ★ | ★ | ✓ | ✓ | ✓ |
| Agriculture | ✓ | ★ | — | — | ✓ | ★ |
| Robotics &Autonomous | ★ | ✓ | — | ✓ | — | ✓ |
| Video Surveillance | ★ | ✓ | ✓ | ✓ | ★ | ★ |
| Education &AI Labs | ★ | — | ✓ | ✓ | — | ★ |
★ Recommended ✓ Compatible — Not typical
From evaluation to deployment in 4 steps
A structured approach from use-case identification to volume production deployment.
Use-Case Discovery
Identify AI workload requirements, latency constraints, I/O needs, and environmental conditions
Platform Selection
Match workload to the right silicon — NVIDIA, Qualcomm, Intel, AMD, or Hailo — with RDP validation
Pilot & Validate
Deploy dev kits and proof-of-concept units. Benchmark real workloads. Validate performance & thermals
Production Rollout
Scale from 10 to 10,000 units with consistent specs, RDP manufacturing, and SLA-led support
Why RDP for AI Edge PCs
Multi-Platform Integration Expertise
Not locked into one silicon vendor. RDP integrates NVIDIA, Qualcomm, Intel, AMD, and Hailo — selecting the right platform for the right workload, not the one with the highest margin.
Make-in-India Manufacturing
Carrier boards, enclosures, thermal solutions, and final integration — all designed and manufactured in India. GeM-compliant, MII-certified, and eligible for government procurement.
India-Optimised Engineering
Extended temperature range (0–60°C operating), dust-resistant designs, voltage fluctuation tolerance, and humidity resistance — engineered for Indian deployment realities.
Pilot-to-Volume Discipline
Start with 5 dev kits, validate with real workloads, scale to 5,000 production units with identical specs. Same SKU, same performance, same support — no surprises at volume.
Solution Partner Ecosystem
ISVs and SIs can build turnkey solutions on RDP-validated hardware. Vision pipelines, robotics stacks, smart city solutions — with clear deployment handoffs and co-branded go-to-market.
SLA-Led Support
On time. On spec. On support. — RDP’s commitment to enterprise-grade SLAs with pan-India service coverage, advance hardware replacement, and dedicated technical account management.
Ready to bring AI to the edge?
Tell us your use case, performance requirements, and deployment scale. We’ll recommend the right platform, configure the right Edge PC, and deliver validated hardware — from pilot to production.