Sanwei Consulting

Sanwei Consulting Industry 4.0 awareness, training, assessment/roadmap, and ERP & MES training services.

AI is Hot. AI is Everywhere.  Even in Manufacturing. Want to know how? Discover AI in Manufacturing. Reserve your spot n...
07/05/2026

AI is Hot. AI is Everywhere. Even in Manufacturing.
Want to know how? Discover AI in Manufacturing.
Reserve your spot now -

Register for interest of the upcoming training session. Please complete all required fields.

02/05/2026

AI depends on clean, connected and real-time data from ERP, MES, and SCM. Move from “reporting” to “prediction” to “action”. For examples - AI-driven forecasting, anomaly detection, inventory optimisation.

01/05/2026

Artificial Intelligence (AI) is transforming manufacturing by enabling smarter, faster, and more efficient operations. Through technologies like predictive analytics, machine learning, and computer vision, manufacturers can anticipate equipment failures, optimize production schedules, and improve product quality with minimal human intervention. AI also supports real-time decision-making by analyzing large volumes of data from machines and sensors, helping companies reduce downtime and waste. As a result, manufacturers can achieve higher productivity, lower costs, and greater flexibility in responding to market demands.

More AI in Manufacturing training sessions are coming soon—stay tuned!

Thank you for having me as one of the speakers at the AI Factory Transformation: Seminar organized by Malaysia 4th Indus...
14/02/2026

Thank you for having me as one of the speakers at the AI Factory Transformation: Seminar organized by Malaysia 4th Industrial Revolution Consortium (My4IRC).
Key takeaways:
From AI Experiments to Intelligent Operations – Is Your Factory Ready?
Many companies are “trying” AI.
Few are truly transforming with it.
Machine Learning is improving predictive by learning.
Generative AI is boosting productivity.
Agentic AI is starting to make decisions autonomously.
But here’s the problem:
– Pilots don’t create competitive advantage.
– Experiments don’t scale performance.
– Tools alone don’t transform operations.
An AI-Driven Factory embeds AI into real decision-making:
– Predicting issues before they occur
– Optimizing processes in real time
– Integrating with ERP, MES, CRM
– Empowering people with actionable insights.
Just strategic clarity, practical frameworks, and real business application.
AI is no longer optional.
The question is no longer “Should we adopt AI?”
The question is “How fast can we operationalize it responsibly?”

We used to standardise & optimise operations with Lean, then automate by ERP, digitalise leverage MES, and now “intelligence” the operations with Agentic AI.

How MES Strengthens ERP: Connecting the Shop Floor to the Top FloorERP systems have been around for a long time — in fac...
12/12/2025

How MES Strengthens ERP: Connecting the Shop Floor to the Top Floor

ERP systems have been around for a long time — in fact, since the last century. In the 1990s, they became very popular, especially in manufacturing. Big software companies like SAP, Oracle, and many others promoted ERP as a single system that could do everything a manufacturer needed to run the business.
At that time, ERP systems included basic shop floor features. Production orders were created in the system, operators wrote down their working time by hand, materials were manually issued from the warehouse, and finished products were manually recorded back into inventory.
As you can imagine, this wasn’t very efficient. It took a lot of time, and mistakes were common. Because everything depended on manual updates, the information in ERP often didn’t match what was really happening on the shop floor.
Modern manufacturers depend on ERP systems to run core business functions such as finance, planning, and supply chain management. However, ERP alone often has limited visibility into what is happening on the production floor. This is where a Manufacturing Ex*****on System (MES) plays a critical role. MES captures real-time information from machines, materials, and operators, and feeds this accurate data back into the ERP system.
As a result, ERP decisions are no longer based on assumptions or delayed updates, but on what is truly happening in production. When properly integrated, MES works alongside ERP to automate shop floor activities and streamline ex*****on. This tight connection enables more reliable planning, better cost control, and smoother operations from the factory floor all the way up to management and leadership.

Three Common ERP and MES Implementation Approach:
1. Implement ERP First, Then MES
This is the most common approach, especially for organizations that lack strong business systems. ERP is introduced first to stabilize finance, planning, inventory, and master data. Once these foundations are in place, MES is added to improve shop floor ex*****on and provide real-time visibility. This approach works well when business processes need structure before shop floor digitalisation can succeed.
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2. Implement MES First, Then ERP
In some cases, the biggest problems are on the shop floor — such as poor production visibility, high scrap, or unreliable data. In these situations, deploying MES first can deliver fast operational improvements and clean, real-time production data.
ERP can then be implemented later using more accurate data and better-defined processes from MES. This approach is valid but typically suits organizations with strong operational focus or urgent manufacturing pain points or legacy ERP to be upgraded at a later stage.
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3. Implement ERP with Critical MES Elements
Often the smartest approach is not an “either-or” decision. Instead, companies implement ERP while simultaneously deploying essential MES capabilities — such as production tracking, automated data collection, material consumption, or quality data capture. This balanced strategy avoids long delays in realizing value and ensures that ERP is fed with reliable shop floor data from the start. It is particularly effective for companies pursuing digital transformation or Industry 4.0 initiatives.

Ricky Sio 60-12-2209368

12/12/2025

Manufacturing ERP Systems are great for many things, but - let's face it - they SUCK at Shop Floor! In the beginning, back in the '90's, big ERP vendors such as SAP, Oracle, and Baan (now Infor) decreed that ERP systems could do EVERYTHING for manufacturers; from the "top floor to the shop floor", t...

my first ebook has been published!
15/09/2024

my first ebook has been published!

‎Connecting to Apple Music.

07/06/2024
https://form.jotform.com/240698102735458FYI there are plenty of lucky draws on the day including good sum of 80k worth a...
07/06/2024

https://form.jotform.com/240698102735458
FYI there are plenty of lucky draws on the day including good sum of 80k worth and others.
当天有很多抽奖活动,包括价值 80,000 元的大奖

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