Identifying Primary Healthcare Affiliations via ML
Element / Data Governance – Identifying Primary Healthcare Affiliations via ML Identifying Primary Healthcare Affiliations via ML Problem : Healthcare professionals were often associated with multiple organizations, but no system accurately identified the primary affiliation, leading to ambiguity in analytics and customer segmentation. Solution : Built a machine learning-based solution to detect the most relevant […]
Development of Procedure360 Data Platform
Element / Data Governance – Development of Procedure360 Data Platform Development of Procedure360 Data Platform Problem : Stakeholders lacked a unified and trusted view of procedure volume data, leading to inconsistencies in business planning and forecasting. Solution : Co-developed the Procedure360 platform-an enterprise-grade system designed to serve as a single source of truth for procedure […]
Vendor Replacement and Integration
Element / Data Governance – Vendor Replacement and Integration Vendor Replacement & Integration Problem : An existing data vendor no longer meets quality or delivery expectations, necessitating a seamless transition to a new provider without disrupting existing processes. Solution : Led the evaluation of a new MedTech data vendor. Successfully mapped and integrated third-party data […]
Seamless Integration with Downstream Systems
Element / Data Governance – Seamless Integration with Downstream Systems Seamless Integration with Downstream Systems Problem : Once data was mastered, ensuring that downstream systems could access and utilize this information without inconsistency became a critical challenge. Solution : Leveraged Reltio Integration Hub (RIH) to synchronize mastered data across systems and maintain a consistent data […]
Mastering Healthcare Data with Reltio MDM
Element / Data Governance – Mastering Healthcare Data with Reltio MDM Mastering Healthcare Data with Reltio MDM Problem : JNJ MedTech faced fragmented and inconsistent data on healthcare professionals (HCPs) and healthcare organizations (HCOs) across multiple sources, undermining trust and usability across business units. Solution : Implemented Reltio’s Master Data Management (MDM) solution to ingest, […]
EMS Shipment Reconciliation with REMS Compliance
Element / Healthcare – EMS Shipment Reconciliation with REMS Compliance EMS Shipment Reconciliation with REMS Compliance Problem : CuraScript shipments to inpatient pharmacies had to be manually reconciled with REMS-certified pharmacy lists due to inconsistent naming and address formats between data sources-causing compliance risk. Solution : A Shiny tool powered by fuzzy matching and GenAI […]
Email Reconciliation Automation for Contact Center
Element / Healthcare – Email Reconciliation Automation for Contact Center Email Reconciliation Automation for Contact Center Problem : Reconciling inbound emails from multiple sources (website, direct mailbox, fax) with cases in the iConnect system was done manually-taking 1–2 hours per day and risking oversight in case mapping. Solution : An interactive Shiny tool was developed […]
FMV Automation for JSA Fee-For-Service Contracts
Element / Healthcare – FMV Automation for JSA Fee-For-Service Contracts FMV Automation for JSA Fee-For-Service Contracts Problem : Assessing Fair Market Value (FMV) for JSA (Joint Service Agreements) FFS arrangements with healthcare entities involved a time-consuming, manual review of historical contracts, tables, and budgets-leading to inconsistencies and delays. Solution : Using Python and AutoGen’s multi-agent […]
Cold Chain (J&J)
Element / Manufacturing – Cold Chain (J&J) Operational Partnership Evolution with Johnson & Johnson Problem : Johnson & Johnson needed strategic support across multiple business units-ranging from pharmaceutical analytics to medical device data governance and logistics optimization-to drive innovation and operational excellence. Solution : Element Technologies deployed dedicated experts across J&J divisions: 2022: Deployed a […]
IDP Case Study
Element / Manufacturing – IDP Invoice Digitization Problem : Manufacturing companies routinely deal with a high volume of vendor invoices across a diverse supply chain. These invoices often arrive in multiple unstructured formats-such as scanned PDFs, emails, or printed forms-making manual data entry into ERP or financial systems a time-consuming and error-prone process. Teams spend […]