// Decision Engine 13

Estimate deployment cost for edge AI systems

Estimate total infrastructure cost for edge AI camera deployments. Configure accelerator, module count, storage, power, and networking to get an itemised bill of materials with cost per camera and annual energy cost.

// Configuration

01
Deployment Scenario
type of deployment
Retail Analytics
Industrial Inspection
Smart City / Traffic
Security / Surveillance
Robotics / Autonomous
Agriculture / Remote
Smart City / IoT
Medical / Healthcare
02
Camera Count
total cameras in deployment
1
2
4
8
16
32
03
Camera Resolution
video format
720p HD
1080p FHD
4K UHD
04
AI Model Type
inference workload
Classification
Object Detection
Segmentation
Pose Estimation
Multi-Model Pipeline
05
Compute Platform Family
accelerator vendor
Jetson
Coral
Hailo
06
Module / Accelerator
specific hardware SKU
07
Modules Per Node
can combine multiple modules on shared carrier and NVMe
1
2
4
08
Streams Per Module
concurrent camera streams per accelerator
1
2
4
8
// X streams needed → Y nodes required
09
Power Infrastructure
power delivery method
Mains / AC Power
PoE Network Switch
Battery / Solar
UPS Backed Mains
10
Video Retention
days — affects storage sizing advisory
1
7
30
90
365
11
Deployment Environment
operating conditions
Indoor / Controlled
Indoor / Industrial
Factory Floor
Outdoor / Sheltered
Outdoor / Exposed
Mobile / Vehicle
12
Storage Type
local recording media
No local storage
SD Card
NVMe 256 GB
NVMe 512 GB
NVMe 1 TB
NVMe 2 TB
13
Camera Interface
power and connectivity method
PoE 802.3af (15.4W/port)
PoE+ 802.3at (30W/port)
PoE++ 802.3bt (90W/port)
USB cameras
No cameras / standalone
15
Network Uplink
additional network hardware
No uplink hardware
Gigabit uplink switch
10G SFP uplink
16
Power Supply Type
PSU form factor
None / use existing rail
Desktop PSU (ATX)
DIN Rail PSU
PoE-integrated PSU
17
UPS Type
backup power
No UPS
Small UPS (650VA)
Mid UPS (1500VA)
Large UPS (3000VA)
18
Electricity Rate
$/kWh — for annual energy cost estimate
19
Enclosure
physical protection and mounting
No enclosure
Indoor enclosure
Outdoor IP67
DIN rail mount kit
20
Cooling
thermal management
Passive / fanless
Active fan kit
Liquid cooling kit
21
Cabling Allowance
installation cabling budget
None
Basic (Cat6 + patch leads)
Standard (Cat6A + conduit)
Full install kit
// Configure your deployment above, then click to calculate

What this calculator estimates

This tool provides a planning-grade bill of materials for the infrastructure layer of edge AI deployments. It covers:

Not included by design: Camera hardware (see note below), software licenses, cloud costs, installation labour, or host system costs for Coral/Hailo configurations.

Camera hardware not included. Typical PoE IP cameras range from $80–$200/unit depending on resolution (1080p vs 4K), housing type (standard vs compact), and vendor. This estimate is US market, Q1 2025, single-unit quantities. Actual cost varies by supplier, volume discounts, and region.

For a more comprehensive deployment analysis including detailed performance benchmarks and step-by-step sizing across all subsystems, use the Full Deployment Planner.

How costs scale with camera count

The table below shows how total BOM cost and cost per camera change as you add cameras to a standard configuration (Jetson Orin Nano Super, 4 streams/module, 1 module/node, NVMe 256GB, PoE af unmanaged switch, desktop PSU, no UPS or enclosure). Verify these values match the calculator output for this configuration:

Cameras Nodes Total BOM Cost/Camera
// Jetson Orin Nano Super · 4 streams/node · NVMe 256GB · PoE af unmanaged · desktop PSU · no UPS or enclosure. Verify against calculator.

Frequently asked questions