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Instead, spreadsheets and business-intelligence dashboards each accounted for 30%, and CRM platforms followed at 24%. Only 15% used AI/automation tools in any capacity, and then only as secondary aids.

Large and demanding portfolios were highlighted as a key challenge, with 64% of managers overseeing 100 or more VIPs, while one in five managed more than 500. 

The report highlighted the intense workload by estimating that a manager looking after 250 players would have roughly 100 seconds to commit to each player each day if their time was split equally. Data quality and fragmentation were also issues. 

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Across the market, operators delivered high double-digit gains compared with Labor Day weekend, which featured a full slate of college football games but no NFL contests. Two operators, DraftKings and Underdog each saw triple-digit growth, delivering weekly increases of 125% and 119%, respectively. Three others, Polymarket, Crypto.com and Novig, saw gains of at least 30%, led by Polymarket with a weekly increase of 46%.

One interesting nugget surrounds weekend figures at Kalshi, where volume on Sunday only surpassed prior daily activity by $34 million, BofA data shows. Typically, Sunday volume for the quarter dwarfs that of College Football Saturdays due to the voracious demand for NFL offerings. BofA analyst Shaun Kelley attributes the irregularity to the possibility that Kalshi is “over indexing” on college sports.

Kelley also cited improvements at Robinhood as a possible factor for the regression at Kalshi. Just before the NFL season, Robinhood took a minority stake in Crypto.com and struck a deal to begin routing NFL contracts to OG.com, the site’s regulated prediction market platform.