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Inside CSI’s AI strategy to manage rising token costs

Fintech to launch ML-driven auto-reconciliation for QuickBooks

Vaidik TrivedibyVaidik Trivedi
July 24, 2026
in Strategy
Reading Time: 4 mins read
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Banking technology provider CSI has developed a three-tiered AI deployment framework designed to maximize productivity gains while managing runaway token costs.  The Paducah, KY-based company is using AI to:  Customer-facing tasks;  Boost operational efficiency; and   Improve internal productivity.   CSI also is being strategic about which LLM to assign for each AI application to manage token cost, Michel Jacobs, chief strategy officer at CSI, told FinAi News.  For high-complexity tasks including product requirement documentation, dependency mapping, […]

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