
Artificial Intelligence
Overview
SCWorx uses advanced automation, artificial intelligence, data engineering, and healthcare-specific data management technologies to deliver accurate, standardized, enriched, and actionable healthcare supply chain data.
The Company’s technology framework combines deterministic data engineering, rules-based logic, structured automation, human-in-the-loop validation, and AI-assisted workflows. These capabilities support item master cleansing, product normalization, attribute enrichment, classification, substitute-product analysis, ERP readiness, and related healthcare data management services.
SCWorx’s AI-enabled approach builds on proprietary healthcare data assets developed over the past 12 years, including its extensive healthcare item database, Healthcare Attribute Catalog, advanced UNSPSC Modifier methodology, and clinically reviewed substitute-product intelligence database.
The Company is incorporating capabilities from leading AI model service providers, including Anthropic’s Claude, to improve application development, feature creation, bug resolution, data validation, workflow automation, scalability, turnaround times, quality, and cost efficiency while maintaining appropriate validation and governance controls.
AI and Automation
SCWorx’s operational platform uses a combination of proprietary data assets, structured automation, deterministic processing, and AI-assisted technologies, including:
• Rules-based logic for data normalization, validation, enrichment, classification, and integration.
• Structured automation to standardize product, vendor, manufacturer, catalog, and supply chain records.
• AI-assisted attribute identification to detect missing, incomplete, inconsistent, or inaccurate healthcare product information.
• Healthcare-specific classification methodologies and clinically reviewed substitute-product intelligence to improve categorization, equivalency analysis, spend visibility, and supply chain decision-making.
• Human-in-the-loop review where confidence thresholds, clinical considerations, exception handling, or business rules require validation.
SCWorx uses AI to enhance its healthcare data management platform, not to replace domain expertise, quality assurance, or customer-specific governance. Customer production data remains subject to established validation, review, and governance controls before being incorporated into deliverables or production workflows.

