




Release time: 2025-03-05 11:25:05
Publisher: Sterui
Views: 7541. Cost reduction and efficiency improvement: a leap from experience driven to data-driven
CMMM drives enterprises to achieve precise management through quantitative indicators such as device networking rate and data utilization rate
Case: A household appliance enterprise passed CMMM L4 certification and built a predictive maintenance model, reducing equipment downtime by 45% and operation and maintenance costs by 28%;
Industry data: According to the "China Intelligent Manufacturing Development Report", the average production efficiency of CMMM L3 and above enterprises has increased by 22%, and operating costs have decreased by 17%.
2. Supply chain collaboration: from single point optimization to ecological empowerment
CMMM L4-L5 levels require enterprises to achieve full chain data interoperability in the supply chain, promoting a shift from "cost game" to "value symbiosis":
Internally: By integrating PLM (Product Lifecycle Management) with ERP, the R&D cycle has been shortened by 30%;
External: relying on the industrial Internet platform to connect upstream and downstream, the inventory turnover rate increased by 40% (taking the automobile industry as an example).
1. Technical risk: Avoiding the trap of "pseudo intelligence"
CMMM verifies the effectiveness of technical solutions through third-party authoritative evaluations such as CESI.
For example, a certain enterprise originally planned to invest 20 million yuan to deploy an AI quality inspection system, but after evaluation by CMMM, it was found that its data quality did not meet the standards, and the plan was adjusted in a timely manner to avoid losses.
2. Market risk: rapid response to demand fluctuations
The "flexible manufacturing capability" required by CMMM Level 4 enables enterprises to dynamically adjust their production lines.
For example, in the 3C industry, the time for changing production lines has been reduced from 8 hours to 1 hour, in response to the trend of fragmented and customized orders.
Driven by the dual impetus of "Made in China 2025" and the "dual carbon" goals, the CMMM (China Smart Manufacturing Capability Maturity Model) has evolved from a "policy-guided tool" to a "market刚需 (essential market demand)". For enterprises, the CMMM is not only a benchmark for capability certification but also a lever for strategic upgrading. By building systematic capabilities, enterprises can unblock the value chain from technology to business, and achieve "overtaking on a new track" in the era of smart manufacturing.
Data source: Ministry of Industry and Information Technology's *Report on the Development Index of Intelligent Manufacturing*, etc.
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