AI articles and case studies for real factories and businesses
We share real project experiences in AI-OCR, factory AI, time tracking, dashboards, and AI platform architecture – written for both business leaders and technical teams.
Browse all articles Discuss your own use caseLearn how AI is applied in real business scenarios
Content is organized into categories such as AI Document & Data, Factory & Computer Vision AI, Analytics & Dashboard, AI-ready platforms, time tracking & operations, integration, and strategy – so you can quickly find what matches your organization’s needs.
5 AI-OCR Use Cases for Thai Businesses
Real examples of OCR for receipts/invoices to reduce manual entry time and errors.
Modernizing Legacy Accounting Systems with .NET 9
A guide to migrating legacy accounting into modern Web/ERP with AI-ready analytics.
Factory AI: Boosting Shop-Floor Productivity with CCTV + Sensors
Applying computer vision in factories to detect people, tasks, and real-time work time.
Case Study: Turning Manual Accounting Data Entry into an AI-OCR Workflow
Real-world story of helping an accounting firm reduce repetitive work using AI-OCR.
No Internal AI Team Yet? How to Start Building AI Capabilities
How to start with small cross-functional teams and external partners before growing an internal AI team.
Starting AI with Limited Data: Practical PoC Strategies
Many organizations believe they need huge datasets to start AI; this article offers a different view and PoC-based approach.
Integrating CCTV & AI Events with ERP/Production Systems
Turn raw CCTV footage into events and management data that tie into ERP and production systems.
Connecting Apps to Real Devices: GPS, Bluetooth, Cameras, and Sensors
An overview of designing systems that talk to real devices, from mobile GPS to factory sensors.
Designing Mobile Apps that Really Work for Field and On-Site Teams
Good field apps must survive bad connectivity, support one-hand use, and minimize data entry.
Choosing Between Native and Hybrid Mobile Apps for Your Organization
Decision criteria for choosing native vs hybrid mobile apps for internal or customer-facing use.
Designing Billing & Procurement Systems that Work with AI and Dashboards
How to design web-based billing and procurement systems that can easily connect to AI-OCR and dashboards later.
Off-the-Shelf CRM/ERP vs Custom Web Applications: How to Decide
Pros and cons of off-the-shelf CRM/ERP vs custom web applications tailored to your processes.
Designing Application Platforms to Be AI-Ready from Day One
How to design web/mobile systems so AI modules can be plugged in later, even if you don’t have enough data yet.
Designing Automatic Break Detection with Sensors and AI
How sensors and cameras can detect breaks automatically, making work-time data cleaner without extra manual steps.
Using AI for Automatic Time Tracking and Production Performance
Combine cameras, sensors, and AI to track real working time on the shop floor, reducing manual logging and increasing transparency.
Where to Start with BI & Analytics for SME Factories
Common questions from SME factories: what data to collect and which dashboards to build first.
Designing Dashboards So Executives Can See AI Insights Without Being Data Scientists
How to design dashboards that blend AI outputs, legacy data, and business KPIs into something executives can use every day.
How to Place Cameras for Factory AI to Get Usable Data
Practical tips on camera angles, lighting, and distance so AI can detect real activities, not just pretty footage.
Factory AI for SME Factories: Start Small, See Real Impact
A practical approach to using cameras and AI on the shop floor for SMEs without huge upfront investment.
Designing an AI-OCR Pipeline that Connects to ERP/Billing
Architectural view of AI-OCR from document ingestion to ERP or billing integration.
AI-OCR for Accounting: Cut Document Entry Time by 50–80%
Why accounting firms and finance teams should adopt AI-OCR for receipts, invoices, and tax documents, plus a safe way to get started.
