As compliance teams across financial services struggle to keep pace with exploding volumes of digital communications and intensifying regulatory scrutiny, Smarsh has announced the launch of its Noise Reduction Agent, an autonomous AI capability designed to dramatically reduce compliance alert volume up to 60% and eliminate thousands of hours of non-actionable review work each month.
For small- and mid-sized financial firms operating under the same regulatory obligations as the world’s largest banks – but without comparable staffing – alert fatigue has become a structural risk. Reviewers often process thousands of daily communications, the majority of which pose no regulatory concern.
“Compliance teams aren’t overwhelmed by misconduct – they’re overwhelmed by the volume of noise,” said Sheldon Cummings, President, Corporate Business at Smarsh. “Noise Reduction Agent allows firms to suppress low-risk communications before they ever reach supervision queues, dramatically reducing review backlogs while preserving full regulatory defensibility.”
Today, nearly half of all global email traffic is spam, highlighting the scale of the noise compliance teams must filter every day. Unlike traditional filtering tools that operate after alerts are generated, Noise Reduction Agent applies AI during ingestion within Smarsh Professional Archive. The system automatically identifies and suppresses low-risk email content – such as spam, disclaimers, newsletters, promotional text and automated system messages – while preserving complete records for audit and regulatory purposes.
This proactive approach enables firms to reduce operational burden without compromising supervision, compliance or defensibility and allowing them to focus on real compliance issues.


