Cost has never been the biggest hurdle for the implementation of large-scale models in the industry.
API Price War and Industry BarriersCost has never been the biggest barrier for the landing of large models in the industry.
Industry Research Finds
Barrier Three: Safety and Compliance
📊 Research Data (Sample: 97 corporate and enterprise customers)
· Believe that "computing power cost" is the main challenge:22%
· Believe that "data quality" is the main challenge:70%
· Believe that "scenario adaptation" is the main challenge:65%
· Believe that "security compliance" is the main challenge:58%
Industry ViewsOnly 34%
Data is very clear:Large Model InsightsBarrier One: Data Governance
Three Real Thresholds
Threshold One: Data Governance
From "usable" to "user-friendly"
- Serious Data SilosData is very clear:
- Historical Data "Dirty"Only 34%
- High Proportion of Unstructured DataBarrier Two: Scene Adaptation
- Lack of Data AnnotationBreadcrumbs Navigation
· Believes that "scene adaptation" is the main challenge:
Threshold Two: Scenario Adaptation
· Believes that "data quality" is the main challenge:
- Home Page
- Historical Data "Dirty"
- NineDay Technology
📊 Research Data (Sample: 97 corporate and household clients)
Threshold Three: Security Compliance
Serious Data Silos
- Three Real Barriers
- Related Recommendations
- High Proportion of Unstructured Data
· Believes that "computing power cost" is the main challenge:
From "Usable" to "Useful"
Global Intelligence: The Next Decade for the Implementation of Industry Large Models →
NineDay's Industry Large Model Completes MoE Architecture Upgrade →