SmartStream has announced that its agentic AI solution, Smart Agents, is delivering measurable results in bank back-office operations — with pilot data showing a 70% reduction in investigation time per user, per break.
The numbers are striking: 500 exceptions that previously required 116 hours of team effort were processed in just a few hours under fully autonomous operations. For institutions where back-office workflows consume up to 70% of operational effort, this isn't incremental improvement — it's a fundamental redesign.
Why Traditional Automation Has Failed
Fragmented systems, manual data gathering, email-based communication, and over-reliance on individual expertise have long created bottlenecks that conventional automation couldn't resolve. Smart Agents doesn't optimize these broken processes — it replaces them entirely with intelligent, autonomous workflows that plan, decide, and execute end-to-end.
How Smart Agents Works:
Interprets and classifies exceptions automatically
Retrieves and validates data across databases, client apps, market data, and industry services
Executes resolution actions across interconnected systems autonomously
Cleans data at the root cause level — reducing future exceptions
Logs every decision for full auditability and regulatory compliance
Preserves human oversight where governance or judgment is required
Thomas Steinborn, Chief Product and Technology Officer at SmartStream, said: "The performance data confirms that the solution doesn't improve broken processes, but replaces them. Smart Agents is proving that autonomous back-office operations is a reality — and the results speak for themselves."
Built on decades of financial services domain expertise, Smart Agents has privileged access to SmartStream's proprietary product intelligence, private APIs, and institutional reconciliation knowledge — delivering precision that generic AI tools simply cannot match. Its multi-agent orchestration coordinates triage, investigation, resolution, alerts, and analytics across a network of specialised agents, with elastic scalability to handle peak volumes.
As the industry moves toward a service-as-software (SaS) operating model, SmartStream's results offer a compelling proof point: autonomous back-office operations is no longer a future concept — it's already running.