March 2026 · Engineering Blog
How we built cross-modal patient embeddings on NVIDIA GPUs
A deep dive into our architecture for unifying imaging, genomics, and clinical notes into shared patient representations that power downstream models and agentic reasoning workflows. Covers transformer fusion, modality alignment, and training at scale on DGX infrastructure.
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February 2026 · Product Update
Mergic Helix cuts genomics pipeline time 20x
Parabricks-backed secondary analysis moves WGS variant calling from overnight to same-shift review.
January 2026 · Thought Leadership
Why precision medicine needs GPU-native architecture
Biomedical data volume is doubling every 18 months. CPU-based pipelines cannot keep pace.
December 2025 · Customer Story
Genomics lab compresses variant review from days to hours
Academic medical center adopts Mergic Helix to accelerate rare disease diagnosis.
November 2025 · Technical Blog
Governed AI for healthcare: audit trails and model lifecycle
How Citadel implements immutable audit trails, RBAC, and model versioning for compliance.