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A persistent emphasis on data provenance and liability shifts economic rents away from anonymous, maker-driven retail venues toward regulated exchanges and paid-feed vendors. Over 3–12 months expect incremental revenue capture by exchange data businesses (ICE, LSEG, NDAQ) as buy-side desks and HFTs prefer certified direct feeds; conservatively model a 5–15% lift to market-data revenue if even 10–20% of retail flow migrates to regulated venues. Microstructure effects will be immediate: wider quoted spreads and higher latency arbitrage opportunities for 1–6 weeks after any major messaging about data accuracy, creating a temporary P&L tailwind for prop market-makers and systematic latency arbitrageurs. This also increases demand for colocated connectivity and low-latency feed subscriptions, favoring exchanges and cloud/colocation vendors. Regulatory/legal catalysts are the dominant tail risks. A class-action or regulator finding against a large data provider could cause rapid deleveraging in crypto-native entrants and force platforms to prepay for audited tapes, compressing free-floating liquidity in the near term (days–months). Conversely, mandated consolidated tapes or clearer liability rules would permanently reallocate economics to incumbents and create a multi-year structural revenue stream for licensed data providers.
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