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The report’s authors noted that VIP managers “are not asking to be replaced” but desire tools that assist by triaging and pointing out priority players, while humans maintain relationship control and make final decisions.
Respondents identified several priorities for improving VIP operations. These included an integrated system combining player data, communication history and task management.
Respondents also requested structured and consistent guidelines with key performance indicators aligned to relationship outcomes. Real-time, detailed data alongside predictive behavioural signals also came up as a frequent answer.
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“It was still very much a trading kind of UX,” he said of Kalshi at the beginning of the year. “The actual product offering has come a long way.”
Andrew Gonzalez, founder of prediction market infrastructure startup ParlayX, believes the ability of small teams to provide liquidity is one of the sector’s defining features. “Anyone can be a market maker,” he said. “You have these two- or three-man shops.”
Jefferies described market makers as the ecosystem’s “liquidity backbone”. They post executable bids and offers, manage inventory and provide prices when customer activity is heavily weighted to one side.
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Kalshi enforced penalties under multiple exchange rules designed to mirror federal market regulations. These include prohibitions on trading when a participant can influence the outcome of an event, trading on material non-public information and engaging in manipulative or fraudulent practices.
The sanctions, effective from 28 August 2026 , bar Santos from any direct or indirect trading access on Kalshi.
Earlier this year, fellow prediction market platform Polymarket also ended its paid relationship with Santos amid a Department of Justice investigation over whether he had placed a wager on his appearance at the same State of Union address.
