100 Cameras.
One Mac mini.
On-Device AI at the Edge.
How Tech Paramount Solutions used Mac mini and its on-device AI capabilities to
power real-time industrial video analytics.
75-acre facility | 100 cameras | Edge AI | Industrial IoT
The Impact
The edge + cloud approach helped create:
100
Cameras supported by each Mac Mini
₹12+ lakh
Saved annually in
security overhead
₹11+ lakh
Lower lifetime compute cost per
240+
Extra monthly machine up time
The Challenge
How Tech Paramount Solutions used Mac mini and its on-device AI capabilities to
power real-time industrial video analytics.
How to process AI workloads closer to the cameras without
depending entirely on cloud processing?
The Solution:
On-Device AI with Mac mini
We helped Tech Paramount Solutions explore the Apple Mac mini as an edge computing device for TP SmartSol.
By processing AI workloads locally, the Mac mini brought intelligence closer to the source while remaining connected to the cloud for dashboards, alerts, monitoring and management.
FAQs
Here are some questions;
Q1: What is On Device AI?
On Device AI processes AI workloads locally on a device instead of relying entirely on cloud processing.Â
Q2: How does Mac mini support edge AI?
Mac mini can serve as a local edge computing device, processing relevant AI and data workloads while remaining connected to cloud platforms.
Q3: Can edge AI and cloud computing work together?Â
Yes. Edge computing can handle local processing while the cloud provides centralized dashboards, alerts, reporting and remote management.