天下工厂产业研究院 天下工厂产业研究院

Tianxia Gongchang Industrial Research

The Industrial Map of Chinese Manufacturing

Research on China’s manufacturing clusters, technology landscape and corporate map, organised by industry and by cluster, built on data covering 4.8 million factories and public industry sources.

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719
published studies
30
provincial regions
12
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The latest white papers and long-form research

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One dataset, four ways of reading it

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Key figures from published reports. Each links to the source report and its definitions.

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Research Report

The Usability of Factory Lists: A Three-Layer Acceptance Framework

The same factory list can produce several times the output in one sales team as in another. This article proposes a three-layer acceptance framework — database truthfulness, terminology alignment, and contact level — with an executable test and criterion for each layer, to estimate a list's usability before follow-up begins.

Research Report

The Alignment Problem in Factory Data: Identity, Status, Capability, Contact

Factory information is not scarce; what is scarce is the ability to align information scattered across websites, storefronts, recruitment, certifications, and annual reports onto a single entity. This article sets out a four-layer structure for factory data, explains how four common misalignments arise, and discusses what factories can do about it.

Research Report

Two Paths for AI Investment in Manufacturing: The Threshold Gap Between the Line Side and the Business Side

Both are called AI, but production-line and business-side projects differ by an order of magnitude in data acquisition, tolerance for error, and maintenance ownership. This article decomposes the cost structure of both, explains why most small and mid-sized manufacturers start on the business side, and sets out three criteria for judging whether a production-line project has the conditions to begin.

Research Report

The Acceptance Bottleneck: Industry Implications and Investment Criteria for the Super-agent Architectural Shift

Generation costs keep falling; acceptance capacity is bounded by human judgment. Recomputed from the article's own data, a single Router runs at about 0.93 utilization at 40 triggers per minute. Scenarios divide into three classes by acceptance latency.

Research Report

Recomputing the Super-agent Architecture: Router Headroom, Memory Placement, and Task Settlement

Recomputed from the article's own published figures, a single Router session already runs at about 0.93 utilization at roughly 40 triggers per minute, far less headroom than the article claims. The root cause is that routing and global memory sit in the same session. The report also identifies the settlement stage that all five modules omit.

Research Report

A Bucket of Water, a Radar, a Vat of Penicillin: Five Manufacturing Problems on the Logistics Lines of the War to Resist US Aggression and Aid Korea

Five battlefield details yield five manufacturing capabilities that never appear in an output table: damage tolerance, maintainability, scale-up, shelf life and environmental adaptability. Sixteen categories of the national industry classification locate today's supply, and five sets of procurement questions can be written into a contract.

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The clusters and companies named in our reports can be found as individual factories on Tianxia Gongchang, searchable by product, region and size.

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