Case Study

ICT技術:ICT Technology

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...
ICT技術:ICT Technology

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,...
ICT技術:ICT Technology

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...
ICT技術:ICT Technology

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....
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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...
ICT技術:ICT Technology

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 ...
ICT技術:ICT 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...
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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...
ICT技術:ICT Technology

Why the Same AI Leads to Different Decisions — The Invisible Design of Decision Priorities

Introduction In the past, I implemented AI using Light DTM (Decision Trace Model) in two very different domains: ...
ICT技術:ICT Technology

Is Kaizen Only Possible by Humans? Decision Trace Model × Multi-Agent Systems Unlock the Next Evolution of Improvement

In manufacturing, improvement (Kaizen) holds a special meaning. Insights from the shop floor Ingenuity of worker...
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