Regional Hospital Group
Oracle SCM Cloud reducing clinical supply stockouts by 30% across 4 facilities.
All case studiesA hospital group operating 4 facilities in Dubai and Abu Dhabi engaged Cydez Technologies to implement Oracle SCM Cloud for clinical supply chain management. The group managed over 8,000 active clinical supply SKUs across surgical consumables, pharmaceuticals, laboratory reagents, and medical devices — with total annual supply spend exceeding AED 120 million.
Each facility managed procurement independently through manual purchase orders and phone calls to suppliers. There was no group-wide visibility into consumption patterns, inventory levels, or supplier performance. Stockouts of critical surgical supplies occurred 3-4 times per month, forcing emergency procurement at 30-50% premium prices. Emergency procurement accounted for 15% of total supply spend — a preventable cost of approximately AED 18 million annually.
Cydez implemented Oracle SCM Cloud covering Procurement, Inventory Management, and Supplier Portal across all 4 facilities. Demand forecasting models trained on 3 years of consumption data predicted supply requirements at item-facility level with 91% accuracy. Automated reorder points with dynamically calculated safety stock levels eliminated manual inventory monitoring. A centralised supplier portal consolidated vendor management and enabled reverse auctions for high-volume consumables.
- Oracle SCM Cloud across 4 hospital facilities
- ML-based demand forecasting for 8,000 SKUs
- Automated reorder with dynamic safety stock
- Centralised supplier portal with reverse auctions
- Group-wide consumption analytics
- Emergency procurement reduction programme
A hospital group operating 4 facilities in the UAE experienced chronic stockout issues for critical clinical supplies — surgical consumables, pharmaceuticals, and lab reagents. Each facility managed procurement independently, leading to duplicated vendor relationships, inconsistent pricing, and no visibility into group-wide consumption patterns. Emergency procurement at premium prices accounted for 15% of total supply spend.
Cydez implemented Oracle SCM Cloud covering Procurement, Inventory Management, and Supplier Portal across all 4 facilities. Demand forecasting models trained on 3 years of consumption data predicted supply requirements at item level. Automated reorder points with safety stock calculations eliminated manual monitoring. A centralised supplier portal consolidated vendor management and enabled competitive bidding across the group.
How we delivered this project
Discovery
Audited inventory management practices across all 4 facilities over 6 weeks. Analysed 3 years of purchase order and consumption data. Documented stockout incidents and emergency procurement costs. Mapped supplier relationships and contract structures across facilities.
Design
Designed the Oracle SCM Cloud configuration with group-level and facility-level procurement workflows. Created the demand forecasting model specification using seasonal decomposition and ML regression. Designed the supplier portal with qualification workflows and reverse auction capability.
Development
Configured Oracle SCM Cloud modules across all 4 facilities. Built demand forecasting models in Python deployed on OCI. Developed automated reorder point calculations with dynamic safety stock based on lead time variability and demand volatility. Configured the supplier portal with vendor scorecards and contract management.
Launch
Deployed facility-by-facility over 10 weeks. Migrated 8,000 SKU master data and open PO history. Trained 80 procurement and stores staff. Ran parallel procurement for 30 days. Achieved 30% stockout reduction within the first quarter of full operation.
What we built
Demand Forecasting
ML models predicting supply requirements at item-facility level with 91% accuracy. Seasonal adjustments for Ramadan, summer, and flu season demand patterns. Automated forecast refresh on weekly consumption data.
Dynamic Safety Stock
Automated safety stock calculations based on lead time variability, demand volatility, and item criticality classification. Different service levels for life-critical vs. standard supplies.
Supplier Portal
Centralised vendor management with qualification workflows, document management, and performance scorecards. Reverse auction capability for high-volume consumables enabling competitive pricing.
Group Purchasing
Consolidated procurement across all 4 facilities enabling volume-based pricing negotiations. Automated split of group POs to facility-level deliveries based on consumption forecasts.
Consumption Analytics
Department-level and procedure-level consumption tracking. Variance analysis identifying over-consumption and waste. Benchmarking across facilities for supply cost per patient-day.
Emergency Procurement Tracking
Real-time monitoring of emergency procurement incidents with root cause classification. Monthly trend analysis and corrective action tracking. Target: reduce from 15% to under 3% of total spend.
Measurable outcomes
- 30% reduction in clinical supply stockouts
- Emergency procurement reduced from 15% to 3% of total spend
- 22% savings on consumable costs through group-wide consolidated purchasing
- Supplier lead time visibility improved procurement planning accuracy by 40%
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