Unverified50% confidenceOpinionExact time
In the construction industry, because the systems of participating parties belong to different entities and data sovereignty is sensitive, centralized data warehouses are often difficult to implement, so a shared layer is therefore more practically feasible.
1
Sources
50%
Confidence
Long-term
Relevance
11/2/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedThe difficulty of unified data foundation engineering lies not in technology selection but in governance—that is, reaching consensus between headquarters and individual sites on data standards, ownership, and access permissions.79% similarUnverifiedAdvancing open data sharing in the construction industry faces challenges such as unifying data standards, interface compatibility, and permission and compliance boundaries.79% similarUnverifiedConstruction project data is naturally dispersed because it involves multiple parties such as owners, general contractors, subcontractors, suppliers, and supervisors, each using independent systems, with data cut off at contract boundaries.77% similarUnverified当业务核心依赖于在专有数据上做微调且不希望数据暴露给外部平台时，自建几乎是必然选择74% similarUnverifiedBreakthroughs in data infrastructure often require collaboration among governments, healthcare institutions, and technology companies; market forces alone are unlikely to spontaneously produce sufficiently large, high-quality public datasets.74% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1125915API
curl https://kongchang.com/api/v1/knowledge/claims/1125915MCP
get_claim(id=1125915)