Expert Networks Become Open Marketplaces
Joe Kim, CEO of Office Hours, on the end of crowdwork
Office Hours is trying to turn expert networks from a concierge business into a visible marketplace. In the classic model, the client tells a rep what kind of person they need, then the network disappears behind the curtain and returns a shortlist. Here, the expert directory itself becomes part of the product, because seeing real peers, profiles, activity, rates, and testimonials makes experts more willing to join and stay active, which improves supply liquidity over time.
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The strategic contrast is black box brokerage versus self service discovery. GLG, AlphaSights, Third Bridge, and Guidepoint were built around client service teams and closed expert databases, while Office Hours is built around search, scheduling, compliance, and payment workflows that experts and buyers can use directly.
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Open matters most on the supply side. A physician deciding whether to join can check whether respected peers from residency, prior jobs, or conferences are already active, and can see proof of demand through completed sessions, testimonials, and pricing, which lowers the trust hurdle that usually requires a salesperson to bridge.
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This also points to a different endgame than Tegus. Tegus used expert calls to manufacture a transcript dataset for subscription research, while Office Hours is optimizing for repeat expert participation across calls, AI interviews, mentorship, and user research, with retention and available earning opportunities as core health metrics.
If this model keeps working, expert networks will look more like LinkedIn plus transactions than like outsourced research desks. The companies that win will be the ones that make expert identity, credibility, and availability legible enough that trust comes from the product itself, not from headcount in the middle.