Revolutionising Prescription Operations for a Multi-Facility Healthcare Network Through an Enterprise Analytics Intelligence Platform
The project focused on building a unified prescription intelligence platform for a multi-facility healthcare network. Leveraging a purpose-built Snowflake data warehouse integrated with a comprehensive analytics application, the objective was to provide leadership, operations, and finance teams with a single, consistent view of the complete prescription lifecycle, from prescriptions written through to fulfilment outcomes and financial results, eliminating fragmented, manual reporting across the facility network.
Schedule Assessment
Success Metrics
Reduction in manual cross-facility reporting time
Improvement in leadership visibility into prescription fulfilment outcomes across the network
Faster identification of operational bottlenecks at facility and channel level
Business Challenges
Prescription and fulfilment data was siloed across individual facilities, making reliable network-wide reporting practically impossible
No unified view of dispensing outcomes across channels; same-day fulfilled, subsequently fulfilled, and unfulfilled could not be tracked consistently
Cross-facility performance comparison was not operationally feasible, preventing leadership from benchmarking sites or directing resources with confidence
Drug and therapeutic category-level financial analysis was entirely unavailable, limiting formulary and portfolio decision-making
Solution
We designed and built Healthcare Rx, a seven-module enterprise analytics platform anchored by a structured Snowflake data warehouse. Each module is backed by a purpose-built reporting view and delivers role-appropriate intelligence to operations, finance, and executive teams. All modules draw from the same verified data foundation, ensuring that every team across every facility works from identical, consistent figures.
Executive Overview: Real-time command centre presenting network-wide KPIs across the complete prescription lifecycle, covering volume, fulfilment rates, dispensing speed, refill patterns, and financial summary.
Prescription Volume: Month-by-month trends tracking prescriptions written versus filled, same-day versus subsequent-day dispensing rates, and new initiations versus refill continuations.
Fulfilment Performance: Channel-by-channel breakdown of all three fulfilment outcomes with stacked area trend analysis and unfulfilled rate monitoring.
Hospital Scorecard: Comprehensive peer-comparison module covering every facility, including prescription demand, fill rates, turnaround time, unfulfilled exposure, and financial contribution.
Financial Performance: Monthly revenue, cost, and gross margin disaggregated by fulfilment channel with profitability trend analysis and quarterly summaries.
Drug Performance: Real-time command centre presenting network-wide KPIs across the complete prescription lifecycle, covering volume, fulfilment rates, dispensing speed, refill patterns, and financial summary.
Regional Performance: Operational and financial outcomes by geography with multi-metric comparison to guide regional investment decisions.
Business Impact
Healthcare Rx gave the network a single authoritative view of its prescription operations for the first time. Operations teams could identify fulfilment bottlenecks by channel and facility without any manual data extraction. Financial teams gained channel-level profitability visibility that directly informed formulary and resourcing decisions. Leadership replaced time-consuming quarterly manual reports with continuous, self-service intelligence, accessible to every team from the same consistent data foundation.
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