Lead AI Architect - Cogentiq I2C

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• We are hiring an experienced AI Lead to drive AI-powered automation across our Intelligent Invoice-to-Cash (I2C) platform. This platform includes Invoice Template Creation (Branding intelligence), Remittance Processing, Payments, AI-based Cash Application, Deduction Management, and ERP Posting.
• You will lead the design, development, and deployment of AI systems that extract financial data, match payments to invoices, identify deductions, and reduce manual exceptions. This is a high-impact leadership role shaping automation across enterprise financial workflows.

• 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.

• Required Qualifications
• 8–14+ years of experience in AI/ML engineering.
• Strong expertise in:
• NLP / LLM-based systems
• Entity extraction & classification
• Matching/reconciliation algorithms
• Production AI deployment

• Hands-on experience with Python and ML frameworks (PyTorch, TensorFlow, etc.).
• Experience building scalable AI pipelines in SaaS or enterprise environments.

• Preferred Experience
• Accounts Receivable or financial systems automation.
• Cash application or remittance processing.
• ERP-integrated AI systems.
• Agent-based AI architectures.
• Explainable AI in regulated domains.

• Leadership Level
• Owns AI solution execution and production delivery.
• Leads model performance optimization and team execution.
• Defines enterprise-wide AI strategy and architecture.
• Drives long-term innovation and AI governance.

• What Success Looks Like
• High extraction accuracy (≥ 90–95%).
• Strong auto-match rates with minimal false positives.
• Reduced financial exceptions and manual effort.
• Scalable, secure, and audit-ready AI systems.

• Why Join Us?
• You will build the AI backbone of a next-generation Invoice-to-Cash platform that transforms financial operations through automation and intelligence.
• If you are passionate about building impactful AI systems in enterprise finance, we would love to hear from you.

If you like wild growth and working with happy, enthusiastic over-achievers, you'll enjoy your career with us!

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