Automated Financial Reporting
Monthly close: 12 days → 4 days
Client Context
A financial services firm with data spread across 6 different systems. Monthly close requires 12 days of manual work involving data extraction, reconciliation, report generation, and management commentary.
The Challenge
The finance team spends the first two weeks of every month on close activities, leaving little time for analysis and strategic finance work. Manual data reconciliation is error-prone and the CEO frequently questions discrepancies.
Our Approach
We deploy a multi-agent system that automatically pulls data from all 6 source systems, reconciles figures, generates standardised reports, identifies anomalies for human review, and drafts management commentary. Human approval gates are built in at key checkpoints.
Timeline: 12 weeks
The Results
- Monthly close projected to compress from 12 days to 4 days
- Reconciliation errors eliminated
- Finance team expected to reallocate 60% of time to strategic analysis
- Anomaly detection catches discrepancies before board reporting
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