Gresham Launches AI-Powered Control Studio to Automate Complex Financial Reconciliations
By Lauren Towner · 1 October 2026

Quick Summary
Gresham has launched Control Studio, an AI reconciliation software solution designed to empower business users to build complex, multi-way data controls without technical assistance. By utilizing generative AI technology, the platform enables firms to deploy reconciliations 20 times faster, ensuring rapid adaptation to shifting regulatory requirements like DORA.
How Does Control Studio Simplify Complex Reconciliations?
Gresham's new AI reconciliation software solves the traditional bottleneck of technical configuration by putting data-literate business users in the driver's seat. Instead of waiting for IT specialists, users can now build multi-way reconciliation controls across diverse data sources using a self-service interface. The platform leverages generative AI assistants to translate complex business requirements into functional rules, effectively bridging the gap between operational knowledge and technical execution.
- No-code configuration for complex matching rules and exception workflows.
- Natural-language assistants to help create search expressions and data enrichment.
- Automated correlation detection to suggest matching keys between disparate datasets.
What Results Has This AI-Enabled Technology Delivered?
The primary impact of Control Studio is the acceleration of production timelines. Gresham reports that reconciliations can now go live 20 times faster than traditional methods. By allowing users to test controls against real sample data before deployment, the software reduces the risk of errors in live environments. This near-real-time processing capability is essential for modern banking systems that handle high-velocity trading, settlement, and clearing data without compromising on governance or auditability.
How Does Gresham Address DORA and Regulatory Compliance?
As the Digital Operational Resilience Act (DORA) introduces stricter ICT risk management standards in the EU, financial institutions must move away from ad-hoc computing solutions. Control Studio provides a centralized, governed environment for data automation that meets these harmonized requirements. By providing full audit trails and deterministic rules engines, Gresham ensures that even as firms scale their operational resilience efforts, they maintain the robust controls necessary to satisfy global regulators.
"Reconciliation has become harder to change at the pace the business now demands, not because firms lack the expertise, but because technical configuration takes too long. Control Studio puts the people who understand the data in control of the process, using generative AI to turn business requirements into the rules and configuration needed by Control. That means firms can respond faster as products, processes and regulatory requirements change, while keeping the governance, auditability and complexity they need in production." said Neil Vernon, Global Head of Product – Control and Data Service at Gresham.
FF NEWS TAKE:
Gresham is addressing the "technical debt" that plagues back-office operations. By integrating AI reconciliation software into their core offering, they are effectively democratizing data control. This isn't just about speed; it's about operational agility. In a post-DORA landscape, the ability for a business user to spin up a compliant, multi-way reconciliation in hours rather than weeks moves the needle significantly for institutional resilience and cost reduction.
Companies in this story: Gresham
People in this story: Neil Vernon