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Implementing advanced AI technologies in finance

MIT Tech Review MIT Technology Review Insights May 11, 2026
Implementing advanced AI technologies in finance
AI Summary— plain English for professionals

# Finance Teams Are Using AI Before Their Companies Have Rules for It Finance departments are adopting AI tools on their own—employees are already using them to work faster—while company leaders are still trying to figure out how to manage and oversee the technology safely. This creates a risky situation because finance is one of the most heavily regulated industries, yet the actual AI use is getting ahead of the guardrails meant to protect the company. Basically, the technology is spreading faster than the policies to control it.

In finance departments that have long been defined by precision and control, AI has arrived less as a neatly managed upgrade than as a quiet insurgency. Employees are already using it while leadership races to impose structure, governance, and strategy after the fact. The result is a paradox: one of

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