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4.8 Million Factories Were Already in the Database — The Hard Part Was Teaching the AI to Find the Right Twenty
Over the past six months we turned factory sourcing into a conversation. Reviewing all of it, not one difficulty came from the data — what we needed was always in the database. The hard part was teaching the AI to turn what a customer says into the right question to ask of it.
— In-Equal Editorial
The Leaderboards Turn Over Every Six Months — Why We Are More Committed Than Ever to Vertical AI
In the first half of 2026, frontier models iterated at the pace of a new generation every two months, and on coding benchmarks the gap between open-source and closed-source models effectively closed to zero. The stronger, cheaper, and more homogeneous models become, the more the value of an AI application is determined by things outside the model — data, workflows, and understanding of the industry.
— In-Equal Editorial
Your Next Customer May Have Asked AI First: Manufacturers and the Problem of Visibility to AI
A Forrester survey shows 94% of B2B buyers use AI in their purchasing process, and search engine clicks are flowing into AI answer boxes. When customers start asking AI "which manufacturers in this category are reliable," manufacturers need to answer a new question: does AI know you?
— In-Equal Editorial
4.8 Million Real Factories: Where Tianxia Gongchang AI Gets Its Grounding
Tianxia Gongchang AI is built on a base of 4.8 million verified, actively operating factories — not corporate registration records — so every AI answer has factory facts behind it.
— In-Equal Editorial
No More Big-Number Theater: How Tianxia Gongchang AI Verifies Factory Matches
Tianxia Gongchang AI introduces a live cross-verification layer that refuses to pass off category totals as search results, instead delivering traceable, evidence-backed factory lists.
— In-Equal Editorial
Tianxia Gongchang AI Launches: Turning Factory Search from Keyword Matching into a Conversation
Tianxia Gongchang AI is now live, using multi-turn dialogue to clarify ambiguous factory-sourcing needs, backed by a database of 4.8 million real, actively operating factories.
— In-Equal Editorial