Semantic CRO Platform — Oracle APEX® + AllegroGraph®
High-level integration of Oracle APEX® with AllegroGraph® as an ontology backbone for clinical research data and knowledge.
Highlights only — detailed implementation patterns are confidential and shared under NDA.
What This Delivers
Ontology Backbone
Clinical study structures, terms, and relationships modeled as a reusable knowledge graph.
APEX UI & Workflows
Low-code screens, reports, and flows driven by semantic definitions — not hardcoded forms.
Real-Time Semantics
Query, reason, and render context-aware results to end users in milliseconds.
Regulatory Fit
Supports GxP-aligned practices, provenance, and standardized terminology usage.
Key Use Cases (High Level)
Protocol Semantic Search
Find trials by concepts (conditions, procedures, outcomes), not just keywords — powered by ontologies.
Semantic Form Generation
Dynamic eCRFs and study forms rendered from graph definitions to keep UI in sync with protocol changes.
Traceability & Lineage
Link findings back to source data, definitions, and protocol context for audit-ready evidence.
Regulatory & Data Integrity Snapshot
Standards & Vocabularies
Terminology alignment and semantic consistency across studies; FAIR-oriented data handling.
Provenance
End-to-end traceability patterns to support audit trails and ALCOA+ expectations.
Want the Technical Brief?
We share the deep architecture (SPARQL patterns, integration glue, governance) under NDA.