Do You Need an AI Control Plane or Just Better AI Engineering? ![]()
TL;DR: An AI control plane is a governance layer that sits above your AI agents…
Giang Do Huong30 September 2026
Pilot to Production: How Long Does It Take? ![]()
TL;DR Most organizations dramatically underestimate how long the pilot-to-production journey takes — and consistently misdiagnose…
Giang Do Huong22 September 2026
AI Detects the Pattern, Humans Understand the Risk ![]()
TL;DR Financial crime compliance now costs over $206 billion a year, and most of that…
Uyen Nguyen17 September 2026
When AI Gets Fraud Detection Wrong: Who Is Accountable? ![]()
TL;DR AI generates risk signals, not decisions - organizations choose what those signals are allowed…
Uyen Nguyen16 September 2026
AI Workflow Validation: A Practical Testing Framework ![]()
TL;DR: Most AI workflow failures are not model failures — they are validation failures caught…
Giang Do Huong7 September 2026
Your AI Agent Has Access, But Does It Have Any Identity? ![]()
TL;DR: AI agents are moving from answering questions to taking autonomous actions across enterprise systems,…
Uyen Nguyen7 September 2026
From Proposal to Delivery: End-to-End Automation for Healthcare ![]()
TL;DR Healthcare has automated plenty of individual tasks, but administrative fragmentation still costs $285–570B a…
Uyen Nguyen27 August 2026
RPA vs. AI Workflow Automation: A Strategic Enterprise Guide
TL;DR: RPA automates repetitive, rule-based tasks on structured data — it works best in stable,…
Giang Do Huong24 August 2026
How AI Extracts Data from 50+ Document Types Without Retraining ![]()
TL;DR Broader document coverage: Modern AI extraction systems can process dozens of document types, including invoices,…
Uyen Nguyen3 August 2026
The State of AI Adoption in Global Enterprises: 2026 Benchmark Report ![]()
TL;DR Adoption differs from maturity. A McKinsey survey of global organizations published in 2025 found that…
Dieu Anh Nguyen29 Juli 2026
AI Model Drift Detection and Retraining: A Production ML Maintenance Guide ![]()
TL;DR Monitor model outcomes, input data, predictions, calibration, cohorts, data quality, and business results. One…
Dieu Anh Nguyen22. Juli 2026
AI Tech Stack: A Practical Architecture Guide for Building, Deploying, and Operating AI Systems ![]()
TL,DR The AI stack should follow the business use case, not a list of popular…
Dieu Anh Nguyen19 Juli 2026
