Genomic-scale embeddings, multimodal fusion, cross-species feature modeling, and risk inference frameworks deployed in scientific and clinical settings.
Behavioral fingerprinting, adversarial detection, anomaly signatures, and identity-drift monitoring for regulated and adversarial operational environments.
Spillover modeling, epidemiological forecasting, environmental signal integration, and decision-support systems for government and global public health infrastructures.
Secure ingestion, validation, redaction layers, lineage tracking, and drift intelligence designed for HIPAA, SOC-2, HITRUST, and federal frameworks.
AI-driven intake, routing, exception handling, and coordinated workflows for enterprise and government operations.
Real-time anomaly detection, boundary monitoring, fairness enforcement, telemetry fusion, and regulatory reporting frameworks.
High-throughput ingestion, schema intelligence, auto-repair, constraint validation, and data reliability engineering for mission-critical environments.