Xceptor, the data automation specialist for capital markets, has introduced two new features, AI Reconciliation Rule Builder and Live Tester, to simplify the creation and validation of reconciliation logic. Initially accessible through the Xceptor Reconciliations SaaS platform, these tools use artificial intelligence alongside proprietary evaluation logic to automatically suggest matching and comparison rules from sample data.
The launch addresses a growing challenge for financial institutions, where rising data volumes and shorter settlement cycles require fast control deployment without expanding headcount. Traditionally, configuring and deploying new controls has created an operational bottleneck. This update allows non-technical operations teams to generate and test rules quickly within a controlled environment, identifying potential issues before deployment.
By streamlining this process, the functionality reduces the technical expertise required and accelerates the time between uploading a source file and establishing a working configuration. Internal testing by Xceptor indicates that the AI Reconciliation Rule Builder can reduce rule validation times by over 50%. The workflow keeps human operators in control of reviewing AI outputs, aiming to improve operational efficiency while maintaining strict governance standards.
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