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Scenario Commercialization × Data Assetization × Industrial Ecosystem Development
AI Scenario Value Assessment
Quadrant analysis identifies high‑value scenarios with ROI >300%, skipping millions in trial‑and‑error costs.
Case: For an AI‑vision company, evaluated 30 industry scenarios and pinpointed new‑energy quality‑inspection, raising single‑client contract value from RMB 500,000 to RMB 3 million.
Data Product Pricing
Shift from selling labor‑intensive annotation to selling “data‑usability assurance,” increasing per‑client revenue by 5x.
Case: A data‑annotation platform restructured pricing with the U‑Trade™ Balance Engine, recovering gross margin from 15% to 45% and achieving a 79% renewal rate.
Industrial Ecosystem Construction
Connect data suppliers, algorithm providers, and scenario users – transforming from a service vendor to a platform.
Case: Designed an operational model for a big‑data exchange, facilitating over RMB 200 million in matched transactions in the first year with RMB 20 million in commission revenue.