Everyone Has an AI Pilot. Almost No One Has It in Production ![]()
TL;DR Moving an AI pilot to production requires more than a working model. It requires…
Uyen Nguyen28 October 2026
“The AI Decided” Won’t Satisfy an Auditor in Compliance ![]()
TL; DR: Auditors test decisions, not models. “The AI decided” gives them nothing to test. …
Phuong Linh Mai21 October 2026
Keep, Rebuild, or Kill It? A Blunt Guide to Rescuing Your Stalled AI Pilot ![]()
TL;DR A stalled AI pilot is not necessarily a failure. Some are worth keeping, others…
Uyen Nguyen19 October 2026
Go-Live Is Day One: Who Owns Your AI After Launch? ![]()
TL; DR: The problem: Teams treat go-live as the finish line, so nobody clearly owns…
Phuong Linh Mai12 October 2026
AI Observability Is Not Enough: You Can See the System Running and Still Miss the Failure ![]()
TL; DR The gap: AI observability shows that your system runs. It does not show…
Phuong Linh Mai30 September 2026
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
Build vs Buy AI: What Enterprises Should Consider Before Choosing an AI Solution ![]()
Twelve months ago, enterprises split roughly evenly between building and buying AI. Today, 76% of…
Phuong Linh Mai10 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
