Nexus Clinical AI Triage Platform

Client: Synthetix BioLabs (Boston, Massachusetts, USA)

The Engineering Challenge

Synthetix BioLabs needed to accelerate diagnostic review times for clinical pathology trials while maintaining strict HIPAA compliance, AES-GCM-256 field encryption, and zero model hallucination.

The Architectural Solution

We engineered an encrypted diagnostic assistance portal with Retrieval-Augmented Generation (RAG) over vector databases. The architecture embeds local clinical guidelines and isolates patient PII before interacting with multimodal AI models.

Technical Hurdles Solved

Engineered an encrypted proxy firewall masking patient identifiers prior to inference ingestion

Reduced vector embedding similarity search latency across 5M medical abstracts to under 65ms

Implemented automated multi-turn verification filters ensuring 99.4% diagnostic accuracy alignment

Verified Production Outcomes

62% reduction in cloud inference overhead through dynamic context caching

Sub-180ms diagnostic retrieval time during multi-modal medical image review

Full HIPAA and SOC 2 Type II compliance audit passed without findings

“Their custom RAG and quantization pipeline slashed our cloud inference bills while accelerating trial diagnostics to under 180ms. Elite engineering.”

Dr. Marcus Vance

VP of AI Research, Synthetix BioLabs