What Are AI Defects? — The Core of AI Yield
In Manufacturing, There Is a Fundamental Question
In manufacturing, there is one fundamental question.
That question i...
Case Study
DTM Case Study 2: When Past Approvals Freeze Present Decisions — The Danger of Decision Inertia in Pharmaceutical Development —
In pharmaceutical development,
the fact that a drug has already been approved in the past
becomes an extremely powerfu...
New Book Announcement Decision Trace Model: A Practical Guide to AI Decision Systems Lessons from Manufacturing, Healthcare, Retail, and Multi-Agent Environments
I am pleased to announce the publication of my new book,
Decision Trace Model: A Practical Guide to AI Decision Syste...
AI Can Produce the “Correct Loan Approval,” But Organizations Still Stop — The Era of Organizational Conflict and Decision Runtime in Financial Services —
With the rapid evolution of generative AI,
AI adoption is accelerating across the financial industry as well.
Today,...
DTM Application Example 1: How to Handle Weak Signals, Ambiguity, and Human Gates — A Practical Decision Trace Model Case Study Through a Thermal Instability Scenario —
As generative AI, RAG, and multi-agent systems continue to spread across enterprises, a new class of problems is emergin...
From Operational Tasks to Decision Systems — How Decision Trace Model × Multi-Agent Transforms the Way CE, SE, and Sales Work
In the Field, Decisions Are Constantly Required
In real-world business operations, decisions are required at all times....
Decision Trace Model × Multi-Agent Transforming Logistics (Delivery & Transportation) — Evolving from Optimization to Execution-Driven Decision Systems —
Introduction
In logistics operations, the following challenges occur on a daily basis:
Delivery delays
Variab...
The Next Evolution of Computer Vision AI How Decision Trace Model × Multi-Agent Systems Transform Quality Inspection, Healthcare, and Infrastructure
The Evolution of Vision AI: From Detection to Decision Systems
So far, vision AI has primarily evolved as a technology ...
Decision Trace Works Without AI — A New Design Paradigm for Decision Systems
Introduction
When people talk about AI, many assume the following:
“Without AI, there is no value.”
However, this ass...
From Recording Expertise to Reproducible Decision-Making — How Decision Trace Model × Multi-Agent Transforms Knowledge Transfer in Manufacturing
Introduction
Manufacturing is now at a major turning point.
Retirement of veteran engineers
Severe labor shor...