Case Studies
Hedge Fund

$2B Hedge Fund: 90% Reduction in Trade Reconciliation Time

AI agents automated trade reconciliation across 5 prime brokers, reducing manual work from 40 hours to 4 hours weekly.

Challenge A $2B hedge fund was spending 40 hours weekly on manual trade reconciliation across 5 prime brokers. The operations team struggled with: • Discrepancies between prime broker statements and internal records • Time-consuming manual matching of trades, positions, and cash balances • Delayed reporting due to reconciliation bottlenecks • High risk of errors in critical financial data Solution ThetaSeek implemented an AI-powered trade reconciliation system that: • Automatically connects to all 5 prime broker APIs • Matches trades, positions, and cash in real-time • Flags discrepancies for human review • Generates reconciliation reports automatically Results • 90% reduction in reconciliation time: From 40 hours to 4 hours weekly • 99.9% accuracy in trade matching • Real-time visibility into all positions across prime brokers • Operations team freed to focus on strategic initiatives • Reduced operational risk through automated error detection The fund now has complete confidence in their trade data and can make faster investment decisions.

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