Key Responsibilities
AI Architecture & Delivery
Define end-to-end AI architecture for invoice-to-cash workflows.
Design modular AI agents for:
Remittance data extraction
Invoice reference identification
Payment-to-invoice matching
Deduction classification
Ensure scalable and production-ready AI deployment.
Intelligent Document Processing
Lead AI solutions to parse:
Email attachments (PDF/scanned remittances)
EDI/XML files
Customer portal uploads
Extract structured financial entities such as invoice numbers, UTRs, customer data, deductions, FX variances, and tax adjustments.
Implement confidence scoring and validation logic.
Matching & Automation
Build and optimize AI-driven matching algorithms between remittances, payments, and ERP invoices.
Improve auto-match rates while maintaining high precision.
Reduce manual exception handling through intelligent recommendations.
Exception Intelligence & Explainability
Design AI systems that detect mismatches and suggest corrective actions.
Ensure explainable AI outputs suitable for financial audit and compliance.
Establish feedback loops for continuous model improvement.
Leadership & Collaboration
Lead a team of AI/ML engineers and data scientists.
Partner with Product, Integration, and ERP teams.
Drive AI roadmap aligned with business automation goals.