S R I Y A . A I

O2C (Supply Chain )

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Sriya.AI is a pioneer in structured artificial intelligence, delivering precision outcomes using the world’s first Large Numerical Models (LNMs). While most AI tools today rely on Large Language Models (LLMs) to generate text, Sriya.AI's models are designed to analyze and act on structured, numerical data – making them ideal for complex, data-rich industries such as manufacturing, distribution, retail, or other organizations that depend on efficient Order to Cash (O2C), logistics, and finance functions.

What We Do

Our proprietary SXI++ platform powers predictive analytics, risk scoring, and process optimization at 95– 99% accuracy. We don’t just tell you what’s happening—we show how to improve outcomes with target-based intelligence.

How Sriya.AI Can Help Your Organization — And Outperform Industry Norms:

Unlike traditional AI or statistical forecasting tools, Sriya.AI’s LNM-powered models consistently outperform existing benchmarks in speed, accuracy, precision, and actionability. Our LNMs run on CPUs (not power-intensive GPUs) and do not hallucinate like LLMs.

Sriya’s LNMs can integrate seamlessly with structured ERP data platforms (such as SAP, with modules like SD, MM, PP, PI, WM, QM, FI-CO) and create AI-enabled add-on solutions to enhance performance and cut costs across the O2C cycle and related processes such as Purchase-to-Pay (P2P) and finance operations, including fraud detection.

Sriya.AI LNMs for the Order-to-Cash Cycle

1. Order Receipt and Entry
  • a. Web portal optimization for lead conversion
  • b. Enhanced customer order accuracy and sales pipeline visibility
2. Order Validation and Inventory Alignment
  • a. Predictive forecasting for Made-to-Stock and Made-to-Order scenarios
  • b. Optimized inventory to reduce overstock and stockouts
3. Order Fulfillment and Inventory Allocation
  • a. AI-driven manufacturing and distribution productivity
  • b. Significant reductions in backorders and fulfillment lags
4. Shipping and Delivery
  • a. Transportation cost and time optimization using deep neural networks
  • b. Fleet maintenance forecasting to reduce unplanned downtime
5. Invoicing, Payment Collection, and Reconciliation
  • a. 100% accurate invoice generation, including VAT and other tax compliance
  • b. Early detection of payment anomalies and procurement fraud
6. Customer Service and Issue Resolution
  • a. Real-time chatbot support and AI agents for full-cycle customer engagement
7. Late Payment Risk Management
  • a. Proactive alerts for high-risk vendor accounts and predicted delays in receivables

The SXI Advantage

Think of SXI as a "Business Efficiency Score" customized for your operations. It combines the output of multiple ML algorithms into a single predictive metric with:

  • Proven accuracy of 95%+
  • High correlation (R² > 0.95) with operational KPIs
  • Actionable, interpretable insights to improve execution and cash flow

Reach out to us to request a Demo