Key Features of The Walnut Ai Singapore’s CAM Automation
Data Integration: Seamless integration with multiple data sources, including ERP systems, balance sheets, and notes to accounts.
Real-Time Processing: Automated data ingestion and processing for near-instant CAM generation.
Customised Templates: Generation of CAMs in formats tailored to individual bank standards.



Proven Expertise in Financial Spreading
Walnut AI Singapore brings extensive experience in automating financial spreading for corporate and SME banking. Its advanced tools integrate seamlessly with banking workflows, delivering precise analysis of financial statements and key ratios with unmatched efficiency.
Advanced AI and Machine Learning Capabilities
The proprietary AI algorithms in Walnut’s solutions can extract, standardise, and analyse financial data from various sources, eliminating manual intervention and drastically reducing turnaround times.


Comprehensive Credit Analysis
The Walnut Ai Singapore’s tools go beyond data extraction to provide in-depth insights, including cash flow analysis, risk assessment, and scenario modelling, which are critical for CAM preparation.
Customisation and Flexibility
With solutions tailored to specific taxonomies, The Walnut Ai Singapore ensures that its CAM automation aligns with each bank’s unique requirements, whether for large corporates or SMEs.


Enhanced Collaboration and Audit Trail
Walnut’s platform facilitates collaboration among credit teams while maintaining a robust audit trail for regulatory compliance.
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