Enterprise-grade MaaS Inference Optimiza Diagram

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Strengths

• High technical barriers in inference optimization, with unit costs significantly lower than competitors.

Weaknesses

• High dependency on upstream GPU supply chains and significant initial capital expenditure.

Opportunities

• Surging downstream inference demand driven by open-source models like DeepSeek.

Threats

• Commoditized MaaS services from major cloud providers posing a threat through predatory pricing.

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