Technical Highlights

Integration Engine	Stream-based ETL	Continuous data ingestion from lab and ERP APIs
Ontology Engine	Graph database layer	Contextual mapping of entities and relationships
Provenance Tracking	Hash-based version control	Rollback and audit capability
Analytics Framework	Secure notebook compute	Multi-language R/Python/SQL support
ML & Forecasting	TensorFlow / PyTorch	Predictive yield and anomaly detection
Digital Twin Core	Simulation module	Real-time process modeling
Governance Toolkit	Policy orchestration	Consent and access management dashboards
Incentive Layer	IP-linked Reward System	Issues digital access rights or credits tied to research contributions and monetized discoveries.