Home / 9-page pilot
SIOP System for Medicine Business
A static, ontology-enabled Sales Inventory Operations Planning website for pharmaceutical supply chain management, drug availability scheduling, reverse logistics, and RAG expansion.
Sales & Demand
Demand sensing, channel forecast, tender pipeline, territory uptake, and medicine availability promise.
SIOP 02Inventory
Batch, expiry, FEFO, cold-chain stock, safety stock, and shortage risk controls.
SIOP 03Operations
API, formulation, packaging, quality release, distribution center, and exception governance.
SIOP 04Drug Availability Planning
Scheduling logic from demand to supply commits with ATP/CTP and substitution signals.
Supply ChainReverse Logistics
Returns, recalls, quarantine, destruction, pharmacovigilance, and credit settlement loop.
Science LinkIUPAC Relevance
Connect API identity, molecular nomenclature, therapeutic category, and regulatory master data.
AI LayerOntology KG + RAG
Convert product, batch, demand, and quality terms into retrievable knowledge graph context.
IntegrationAPI + Data Loader
Serve JSON-LD, CSV and static APIs directly from files; no database required for the pilot.
Source FileSample Medicine Ontology
JSON-LD pilot ontology with Pfizer/Cipla example nodes, medicines, batches, risks, and relationships.
System blueprint
Capture sales, tender, epidemiology and channel signals.
Compare demand, stock, supply capacity and expiry exposure.
Schedule drug availability by batch, market, plant and lane.
RAG agent explains decisions using ontology and source files.