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Transfer Learning vs Training from Scratch: Which Approach Actually Saves Money for Enterprise AI?

Enterprise AI projects fail at alarming rates, and most companies blame budget overruns or technical…

Linh Chu Dieu17 November 2025

AI & Machine Learning Blogs Digitalization Platform IT Services Technology

How to Build Computer Vision Systems for Manufacturing Quality Control with 50% Less Manual QA Effort

Computer vision is reshaping manufacturing quality control, with systems processing visual data 100 times faster…

Linh Chu Dieu16 November 2025

AI & Machine Learning Blogs Digitalization Platform IT Services Technology

Why Vietnam is Becoming Southeast Asia’s AI Development Hub: Talent, Cost, and Quality Analysis

Global enterprises face an unprecedented challenge: the demand for artificial intelligence talent dramatically outpaces supply.…

Trang Tran Phuong15 November 2025

AI & Machine Learning Blogs Digitalization Platform IT Services Technology

The State of AI Adoption in Global Enterprises: 2025 Benchmark Report with 300+ Company Survey

Introduction Artificial Intelligence (AI) is no longer merely a futuristic discourse. In 2025, it has…

Duong Nguyen Thuy14 November 2025

AI & Machine Learning Blogs Digitalization Platform IT Services Technology

How Long Does It Take to Integrate AI into Legacy Systems for Financial Services with Zero Downtime?

Financial institutions face mounting pressure to modernize legacy systems while maintaining continuous operations. Most believe…

Linh Chu Dieu14 November 2025

AI & Machine Learning Blogs Digitalization Platform IT Services Technology

Building AI-Powered APIs: REST vs GraphQL vs gRPC for Real-Time ML Applications

Real-time AI applications are crashing at the protocol level. Up to 41% of AI initiatives…

Linh Chu Dieu13 November 2025

AI & Machine Learning Blogs Digitalization Platform IT Services Technology

How to Choose an AI Strategy Development Partner: 15-Point Evaluation Checklist for CTOs and Procurement Teams

The AI development market is flooded with vendors making big promises and delivering disappointing results.…

Linh Chu Dieu12 November 2025

AI & Machine Learning Blogs Digitalization Platform IT Services Technology

Building an AI Transformation Roadmap for Financial Institutions: A Compliance-First Approach

Financial institutions today face a critical challenge: the AI technologies that promise competitive advantage also…

Linh Chu Dieu7 November 2025

AI & Machine Learning Blogs Digitalization Platform IT Services Technology

Which AI Framework Actually Saves Startups Money and Time?

Open-source AI frameworks cut startup development costs by 60-80% while delivering enterprise-level capabilities. Yet most…

Linh Chu Dieu6 November 2025

AI & Machine Learning Blogs Digitalization Platform IT Services Technology

Deploy ML Models from Proof-of-Concept to Production in 8 Weeks with AI-Powered Development

Traditional ML development timelines are killing innovation. While 87% of data science projects never make…

Linh Chu Dieu5 November 2025

AI & Machine Learning Blogs Digitalization Platform IT Services Technology

What CTOs Must Avoid When Building Multilingual Chatbots: 7 Critical Mistakes That Destroy Global Market Success

95% of enterprise AI pilots fail to deliver measurable impact, with multinational chatbot deployments facing…

Linh Chu Dieu4 November 2025

AI & Machine Learning Blogs Digitalization Platform IT Services Technology

Complete Guide to Deploying GPT-4 Integration for Financial Services with Swiss Security Standards

Swiss banks manage nearly CHF 8 trillion in assets as of 2024, making them prime…

Linh Chu Dieu3 November 2025