DataSense AI

Intelligent Data Quality & Outlier Detection Agent

DataSense AI is an intelligent data quality and anomaly detection platform that automatically identifies, explains, and corrects errors in enterprise data across sales, finance, and supply chain systems.

Built on Azure OpenAI, LangGraph, Azure Databricks, and Microsoft Fabric, DataSense AI uses advanced AI/ML and Generative AI techniques to detect misclassifications, outliers, and inconsistencies in real-time transactional and master data.

Tool Capabilities:

UOM (Unit of Measure) Misclassification - “1L” recorded as “1KG” or “TON” instead of “KG”

Quantity Scale Errors - Data entered in wrong scale

Price or Cost Entry Mistakes - Incorrect price due to misplaced decimal or outdated reference.

Duplicate / Near-Duplicate Records - Same invoice, SKU, or customer entered twice with small variations.

Missing or Incorrect Currency Conversion - Foreign sales recorded without conversion (USD recorded as INR).

Outlier Detection in Sales, Returns, or Claims - Unusual spikes or dips.

Master Data Inconsistencies - Product description mismatches between SAP and CRM.

Financial Posting Errors - GL account or cost center mismatch.

Shipment / Delivery Quantity Discrepancy - Dispatched qty ≠ Invoiced qty.

Business Benefits of DataSense AI:

Improved Data Accuracy & Reliability

Faster Decision-Making

Enhanced Operational Efficiency

Financial Impact & Risk Reduction

Cross-System Data Consistency

AI-Driven Root Cause Insights

Continuous Learning & Adaptability

Strategic Enabler for AI/Analytics