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AX Insight

Field intelligence from enterprise AI deployments.
AX strategy, FDE, AI agents, and case studies, built for practitioners.

Latest

Latest articles

Articles are published in Korean.

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AX Strategy

2026.10.17

공장 에너지 AI: FEMS 시스템이란 무엇인가요?

공장 에너지 AI의 성과는 무엇으로 검증할까요? FEMS 데이터, 생산량 보정, 기준선과 실행 기록을 연결하는 방법을 정리합니다.

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AX Strategy

2026.10.16

생산계획 AI: 생산 스케줄링이란 무엇인가요?

생산계획 AI는 일정표 생성보다 자원 제약 검증이 먼저입니다. 생산 스케줄링의 의미와 현장 도입 순서를 정리했습니다.

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FDE

2026.10.15

What is an FDE? A role expanding into HR and finance AI operations

The FDE partnership between Accenture and Workday focuses on moving HR and finance AI into real operations. We outline what the announcement means and the criteria to check.

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AX Strategy

2026.10.14

What is an AI vision inspection system? A factory guide

Test the inspection workflow, not just the model. A practical guide to defect recall, false alarms, review queues, and bounded release.

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AI Agents

2026.10.13

Is OCR enough to automate transaction statements with AI?

Reading a transaction statement and verifying the transaction are different jobs. We set out how to match purchase order prices and received quantities, and how to handle exceptions.

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AI Agents

2026.10.13

What is AI agent permission management? How to verify consent when AI acts for a customer

The identity of an AI acting for a customer and that customer's consent must be checked separately. Drawing on the PACT and Sierra announcements, we set out criteria for verifying permissions.

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LinkedIn

Latest on LinkedIn

Short takes on each blog article, posted first on LinkedIn (Korean).

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LinkedIn

2026.10.15

AI explained your travel expense policy. But who actually finishes processing the expense?

There is a gap between AI that answers questions and AI that completes work under approved policies. Before adopting it, define when the task is done, when the AI should stop, and who takes over operations.

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LinkedIn

2026.10.14

Your camera flags a scratch. Who decides whether the part can ship?

An AI vision inspection model can identify a visible condition, but it does not define your acceptance standard. Measure missed defects and false alarms separately, and start in shadow mode while existing controls retain release authority.

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LinkedIn

2026.10.13

Are you reopening transaction statements copied into Excel and asking the warehouse for received quantities?

Reading item names and amounts with OCR still leaves checks needed for settlement. Match unit prices to approved purchase orders and quantities to actual receiving records, and record why each case stopped.

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LinkedIn

2026.10.13

"Check where my delivery is." What if that is all the customer asked the AI to do?

Being a legitimate agent does not by itself grant permission to cancel an order. Include out-of-scope cases, such as a cancellation request made with view-only access, in your pilot tests.

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LinkedIn

2026.10.13

Can a list of equipment submitted to a US customer prove your ability to deliver?

Owning equipment is different from being able to meet this order's material, tolerance, volume, and delivery requirements. Separate supplier sourcing from production verification, and do not paper over unverified items.

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LinkedIn

2026.10.10

An equipment alert goes off. Who checks it, and where are the inspection results recorded?

Having devices that collect data is not the same as having a maintenance system. Include not only the prediction model but also the decision process and maintenance records in your adoption scope.

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Topics

What we cover

AX Strategy

AX Strategy

The reality of AI transformation, the economics of AI investment, and people and skills in the AI era. What leaders need to make AX decisions.

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FDE

Forward Deployed Engineer

The execution model that goes on-site, finds the problem, builds the fix, and owns the outcome. How it differs from SaaS and consulting.

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AI Agents

AI Agents

Agent adoption and organizational redesign. Not adding more tools, but rebuilding how the work flows.

Case Studies

Case Studies

AX proven in manufacturing and industrial settings. Where it started, what got blocked, and what finally unblocked.

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