AI Scheduling and Energy Consumption Opt Diagram

Strengths

• Directly tied to energy-saving returns, resulting in strong customer willingness to pay
• The EMC model lowers upfront investment for factories, facilitating rapid scalable promotion

Weaknesses

• Long project delivery cycles, relying on on-site surveys and custom debugging
• Energy-saving results are subject to production fluctuations, making shared-saving accounting prone to disputes

Opportunities

• Dual-carbon policies drive mandatory energy conservation across more industries, expanding market space
• Synergies formed with derivative businesses such as PV-storage and carbon trading

Threats

• Low-price competition from traditional energy management system vendors
• Customers building in-house AI teams or choosing general-purpose platforms to replace vertical solutions