About a-team Marketing Services
The knowledge platform for the financial technology industry

A-Team Insight Briefs

SmartStream Introduces AI-Driven Smart Agents for Investigations to Automate Financial Reconciliations

Subscribe to our newsletter

SmartStream has announced the preview of Smart Agents for Investigations, a solution designed to bring augmented and autonomous capabilities to financial reconciliations and back-office operations. Integrating with SmartStream’s current platforms, these agents utilise domain-trained AI to triage, investigate, and resolve exceptions. The system understands the context of breaks, adheres to customer playbooks, and autonomously sources missing information. Crucially, it documents every action for audit and compliance purposes, shifting the user experience from manual investigation to a streamlined review and approval process.

This development addresses the heavy operational burden of manual exception handling, which currently accounts for up to 70% of effort in financial institutions. Complex, time-sensitive exceptions often lead to high costs, SLA breaches, and settlement risks. By automating these processes, Smart Agents aim to reduce reliance on manual intervention, eliminate knowledge silos, and improve scalability during volume spikes. This ensures greater operational resilience and allows analysts to focus on risk management rather than administrative tasks.

Subscribe to our newsletter

Related content

WEBINAR

Recorded Webinar: High-Performance Networks & Low-Latency Connectivity for Trading

With financial markets becoming more complex and interconnected in today’s electronic trading environment, trading firms, exchanges, and infrastructure providers need to continually push the boundaries of network performance to stay ahead. Ultra-low latency, seamless connectivity, and resilient infrastructure are no longer just advantages – to stay competitive, they’re necessities. This webinar, part of the A-Team...

BLOG

Europe’s Consolidated Tapes Near Launch With Their Core Promises Unresolved

After nearly two decades of debate, the European consolidated tapes are now just weeks away. The equities tape is scheduled to go live in July, the UK bond tape on 22 June. Yet a panel at A-Team Group’s ExchangeTech Summit London, moderated by Scott Charity, Head of Market Structure at Berenberg, and featuring Hayley McDowell,...

EVENT

Data Management Summit London

Now in its 16th year, the Data Management Summit (DMS) in London brings together the European capital markets enterprise data management community, to explore how data strategy is evolving to drive business outcomes and speed to market in changing times.

GUIDE

AI in Capital Markets Handbook 2026

AI adoption in capital markets has moved into a more disciplined phase. The priority is now controlled deployment: where AI can be used safely, where it can deliver measurable value, and how outputs can be governed, monitored and evidenced. The 2026 edition of the AI in Capital Markets Handbook examines how AI is being applied...