DaoAI Blog

Explore trends, use cases, and expert insights on AI-powered machine vision, production automation, and smart manufacturing. The DaoAI Blog delivers actionable ideas to drive your digital transformation.

Scale Your SOC: The 1:1000 AI Camera Ratio that Doubles SOC Capacity
AI Video surveillance December 30, 2025

Scale Your SOC: The 1:1000 AI Camera Ratio that Doubles SOC Capacity

How can AI double SOC capacity? The key is achieving a 1:1000 AI camera-to-operator ratio. While traditional Security ...

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High-Mix PCBA: Why Software Is the New AOI Barrier
Electronics December 30, 2025

High-Mix PCBA: Why Software Is the New AOI Barrier

What is the biggest bottleneck in High-Mix PCBA manufacturing? While hardware speeds for Pick & Place machines have ...

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2026 Video Surveillance Forecast: The Era of Active Response
AI Video surveillance December 24, 2025

2026 Video Surveillance Forecast: The Era of Active Response

Observing the recent data from a Global Security Camera Manufacturing Giant, a clear trend emerges. Despite their ...

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How Traditional Surveillance Companies Can Add AI without Replacing Their Existing Systems
AI Video surveillance December 16, 2025

How Traditional Surveillance Companies Can Add AI without Replacing Their Existing Systems

Traditional video surveillance systems are excellent at recording footage, but they struggle to interpret behavior, ...

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Precision Meets Intelligence: Introducing the DaoAI P1&P2 Offline PCBA AI AOI
Electronics November 25, 2025

Precision Meets Intelligence: Introducing the DaoAI P1&P2 Offline PCBA AI AOI

For electronics manufacturers managing high-mix, low-volume production or requiring dedicated offline batch testing, ...

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The Critical Failure Point in PCBA Inspection: Why AOI Color Sampling(TOC) Misses Defects by Ignoring Component Shape and Structure
Electronics November 18, 2025

The Critical Failure Point in PCBA Inspection: Why AOI Color Sampling(TOC) Misses Defects by Ignoring Component Shape and Structure

Abstract: The Inherent Flaw of Traditional Color-Based AOI In traditional Automated Optical Inspection (AOI), the ...

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How AI Cuts PCBA AOI Programming from 3 Hours to 5 Minutes without Component Library or CAD
Electronics November 07, 2025

How AI Cuts PCBA AOI Programming from 3 Hours to 5 Minutes without Component Library or CAD

For most manufacturers using AOI for PCBA inspection, the real bottleneck isn't the hardware — it's the programming of ...

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AI Is Revolutionizing Crystal Inspection In the Chemical Industry
Chemical April 09, 2025

AI Is Revolutionizing Crystal Inspection In the Chemical Industry

In the modern chemical industry, crystal inspection has a crucial impact on the quality and performance of products. ...

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