Use Cases
Selected AI Solutions – Proven, Scalable & Value Generative
Procurement
Contract Analytics (Escalation and Clause Analytics)
- AI classifiers for contract clauses and escalation notes
- Auto-detection of variance for human review
- UX for feedback collection and continuous learning
Taxonomy Classification and Parent-Child Management
- Web application for taxonomy changes, impact assessment, and conflict resolution
- Auto-classifiers for supplier parents – NLP + Deep learning to link parents with child suppliers
Supply Chain
Quantified Assessment of Event Risk in the Supply Chain
- Integrated structured and unstructured, external and internal supplier data (30+ sources, 200+ features)
- ML model to quantify relative risk + Continuous learning loop
Master Data Management – Golden Supplier Record
- Matching, de-duplication (30+ disparate sources)
- ML model to arbitrate conflicting info and create a golden record
- Validation and enrichment using external sources
Providers
Clinical Intervention to Improve Health Outcomes
- Matching, de-duplication (30+ disparate sources)
- ML model to arbitrate conflicting info and create a golden record
- Validation and enrichment using external sources
RCM – ML models to reduce Revenue Leakage
- Pattern-based solution to find missing charges in hospital bills
- UI to prioritize auditor review and collect feedback for continuous learning
Payors
Fraud Risk Quantification and Anomaly Detection
- Deep learning models to identify outlier claims missed by existing systems
- AI-generated reason codes to reduce auditor effort
- UX to streamline workflow and collect feedback
R&D
AI-based Auto-Creation of Regulatory Documents
- NLP for identification of content from base documents
- NLG for placement in the output document
- UI for human review and feedback loop
Commercial
Customer MDM
ML-based matching and enrichment of customers (physicians, hospitals, and healthcare providers) based on traditional and non-traditional data sources