[ SERIES ]
AI and Factory Discovery
Finding factories is shifting from keyword search to conversational discovery. These notes record our approach and judgements on the data layer, live verification and agent interfaces.
Part 1
AI Is Reshaping B2B Factory Discovery: From Keyword Search to Conversational Finding
— Tianxia Gongchang Research
Part 2
Cracking the 'Unfiltered Dimension' Problem: How AI-Verified Recall Fills Structured Data Gaps
— Tianxia Gongchang Research
Part 3
4.8 Million Real Factories × AI: The Data Foundation Race in Supply Chain Discovery
— Tianxia Gongchang Research
Part 4
The Science of Site Selection: When 3.45 Million Factory Coordinates Meet AI
— Tianxia Gongchang Research
Part 5
Plugging 4.8 Million Factories Into AI: What an Open Platform and MCP Mean for the Future of Manufacturing
— Tianxia Gongchang Research
Part 6
One Sentence, One Prospect List: Six Manufacturing-Sales Workflows Rewritten by MCP and Agent Skills
— Tianxia Gongchang Research
Part 7
DeepSeek V4 Flash Post-Launch Review: From 'Shock Moment' to 'Efficiency as the Norm', Chinese LLMs Enter Their Second Phase
— Tianxia Gongchang Research
Part 8
The Inaugural Year of Industrial AI Agents: The Real Progress of Large Models Entering Chinese Factories
— Tianxia Gongchang Research
Part 9
China Auto Industry Watch January-April 2026: The Hot Exports / Cold Domestic Sales Scissors Gap
— Tianxia Gongchang Research