China Probe Reshapes Expert Networks
Dialectica
The Capvision case showed that expert networks in China can be treated not just as a compliance issue, but as a national security issue. That changes the operating model for firms like Dialectica. The risk is no longer just that a bad call slips through. The risk is that regulators decide the whole workflow of matching investors or consultants with industry insiders creates dangerous information flows in sensitive sectors. That forces tighter screening of experts, topics, transcripts, and cross border data handling.
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Chinese authorities raided Capvision offices in Beijing, Shanghai, Suzhou, and Shenzhen in May 2023 as part of a broader crackdown that also hit Mintz and Bain. The message was that due diligence and expert calls could cross into restricted information gathering, especially around state linked industries.
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Inside expert networks, compliance already shapes product design. Tegus described transcription rules and client compliance limits as real friction, with some clients unwilling or unable to use fully transcribed calls. That is a good proxy for where regulation raises cost and shrinks usable supply, even outside China.
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The competitive response is to move up the stack. Tegus bundled transcripts with filings and models to become a broader research platform, and Dialectica is similarly expanding beyond one off calls. When calls are harder to source or monitor, more revenue has to come from reusable content and software like workflows.
This is heading toward a market with fewer gray areas and more infrastructure. The winners will be the firms that can prove who the expert is, what was discussed, where the data moved, and why the conversation was permissible. That favors scaled platforms with strong compliance systems, and makes pure matchmaking models less durable over time.