FinanceCase Study

Robinhood: AI-Powered Financial Crimes Investigation at Scale

Robinhood: AI-Powered Financial Crimes Investigation at Scale

·10 min read
RobinhoodFinancial Services · Retail Brokerage23+ million funded customers · Commission-free trading platform

Key People & Companies

FinCrimes Agent

Robinhood · Internal

Amazon Bedrock

AWS · Platform

Robinhood

Robinhood

DeepSeek

DeepSeek · LLM

Dev Tagare

Head of AI at Robinhood

Claude Haiku

Anthropic · LLM

Claude Sonnet

Anthropic · LLM

Vlad Tenev

Vlad Tenev

Chief Executive Officer at Robinhood

+ 8 more entities in the full study

Key Results

  • Achieved approximately 20% cumulative efficiency gain in investigative workflows, significantly reducing the time analysts spend collecting and summarizing data.
  • As Keith Kelley stated, 'The FinCrimes Agent has put all relevant information at our investigators' fingertips, helping them to quickly identify illicit activity with increased focus and accuracy.'
  • Scaled AI usage from 500 million to 5 billion tokens daily in just six months while slashing AI costs by 80% through strategic model selection and optimization.
  • + 3 more results inside

The FinCrimes Agent has put all relevant information at our investigators' fingertips, helping them to quickly identify illicit activity with increased focus and accuracy.

Keith Kelley, Head of Financial Crimes at Robinhood

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