Process & Operations Digitalization

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What Categories Are Worth Doing AI Demand Forecasting For? — Six Data Readiness Criteria and Three Situations to Avoid
AI demand forecasting is not a technical issue of "whether it can be done," but an economic issue of "whether it is wort…
★★★☆☆ · 👁 65 · 10/26/2026
How Far Off Are Process Diagrams from Actual Processes? —— A Five-Step Method to Reveal the Truth Using Process Mining from System Logs
Conclusion first: The difference between the process diagrams most companies draw and the actual processes running in th…
★★★☆☆ · 👁 64 · 10/26/2026
Why Are We Still Relying on Excel After Replacing Three Scheduling Systems? — Three Structural Prerequisites for Digital Planning
After replacing three scheduling systems, the planner’s desk is still running Excel. This is not because the software wa…
★★★☆☆ · 👁 64 · 10/26/2026
Seven Breakpoints from Order to Delivery —— Slow Delivery Isn't Due to Slow Production, 80% of Delays Occur During Department Handovers
First, let's state a counterintuitive conclusion: the majority of delivery delays in most companies are not due to slow …
★★★☆☆ · 👁 58 · 10/26/2026
Large Model Processing of Contracts and Orders: Replacing Three Steps and Not Touching Two — A Practical Three-Stage Assembly Line
Large models can read your contracts, extract key elements, and highlight contradictions. However, they cannot decide on…
★★★☆☆ · 👁 53 · 10/26/2026
The Real Boundaries of Intelligent Scheduling —— Incomplete Constraints, No Matter How Powerful the Algorithm
Scheduling software sells algorithms, but what holds you back are the constraints. Almost all intelligent scheduling pro…
★★★☆☆ · 👁 50 · 10/26/2026

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