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In-Depth Feature

One Year After Taiwan SMBs Adopted Gen AI: Real ROI From 3 Factories

From quote automation to AIoT production forecasting, we tracked three traditional manufacturers' first year with AI — breaking down what actually saved hours and what was overestimated.

Editorial · 2026/07/18 · 8 min read
Industry Applications

How AIoT Sensor Data Writes Directly to Odoo ERP: A Real-Time Inventory Experiment

2026/07/17 · AIoT×ERP
AI Tutorials

AI Agents Handle 60% of Support Tickets: A 4-Step Process for SMBs

2026/07/17 · Tutorial

Focus Series

View All Focus →
01

Government "SMB AI Adoption Subsidy" Launches in July — How to Apply for Up to NT$500K

The Ministry of Economic Affairs released adoption guidance and cloud subsidies — we compiled eligibility requirements and common pitfalls.

Policy · 2026/07/16
02

Is On-Premise LLM Worth It? Real-World Testing of 14B Models on SMB Internal Knowledge Bases

Data stays on-site and costs are controllable — but latency and maintenance costs make the decision less straightforward.

Tech · 2026/07/15
03

From Excel to AI Dashboard: A Plant Manager's 90-Day Digital Transformation Diary

No engineering team, yet he automated reports with low-code tools — here is how he did it.

Case Study · 2026/07/14
In-Depth Feature

AI Adoption for SMBs: Practical Series

Eight-part series covering pain point analysis, tool selection, data governance to results validation — each step provides reproducible checklists to help you take AI from PoC to production.

Read Full Series
08 articles in series
Updated every Wednesday

Latest News

More News →
14:20

Anthropic Releases Enterprise Agent Tools Featuring Private Data Connectors

Emphasizing on-premise data security, targeting manufacturing and finance internal process automation.

11:05

Taiwan AIoT Sensor Module Shipments Hit Record High, Machine Tool Clients Exceed 50% for First Time

Supply chain reports AI predictive maintenance demand driving edge sensing penetration higher.

09:30

Open-Source Multilingual LLM Update Shows Significant Traditional Chinese QA Score Improvement

A major benefit for SMBs that value local language data in internal knowledge base applications.

AI Columns

All Columns →
Jerry Lin · Manufacturing CDO

Stop Chasing Tools: AI Adoption Failures Usually Start With Undefined Processes

2026/07/16 · Opinion
Sylvia Chen · Data Governance Consultant

Is Your ERP Data Clean Enough to Feed AI? Pass These 5 Checkpoints First

2026/07/13 · Data
Kevin Tsai · AIoT Architect

Edge Devices Can Run Inference Too: 3 Practical Low-Cost AIoT Deployment Options

2026/07/11 · Architecture
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Latest Articles

AI Tutorials

Testing 5 Traditional Chinese AI Meeting Note Tools: Which Has the Best Transcripts, Highlights & To-Dos

We used the same 60-minute internal meeting to compare accuracy, speaker identification, and export formats to give you selection advice.

Editorial · 2026/07/18
Industry Applications

How to Calculate Predictive Maintenance ROI: Cost Breakdown for One CNC Sensor Retrofit

From installing vibration and current sensors to connecting alerts to ERP work orders, we show you the real payback period.

Sophie Wang · 2026/07/17
AI News

10 Prompt Templates for Executives: Hand Reports, Emails & Meeting Summaries to AI

No engineering background needed — copy-and-use Traditional Chinese prompts covering the most time-consuming daily paperwork.

Editorial · 2026/07/16
AIoT×ERP

Connecting AI Demand Forecasting to Odoo Procurement: A Trading Company's Restocking Automation

Training prediction models from historical orders to auto-generate purchase suggestions, reducing the dilemma between stockouts and dead stock.

Kevin Tsai · 2026/07/15
In-Depth Feature

Before Adopting AI, Think Security First: Data Classification & Access Control for SMBs

Which data can go to the cloud and which must stay on-premise? A practical guide for non-security professionals.

Sylvia Chen · 2026/07/14

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