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HTG Molecular Diagnostics
AI Drug Discovery Platform Using Multi-Omics Data
faster time to insight from multi-omics datasets, enabling quicker scientific decisions.
support cost drop driven by self-service dashboards and automated admin flows.
faster predictions from the AI engine, delivering results in a fraction of previous runtimes.
Multi-omics AI data platform for drug, indication, target discovery and repurposing
Download TestimonialsHealthcare
Industry
USA
Location
DevOps & MLOps Pipelines, AI/ML, UI/UX
Services
$200,000 to $999,999
Budget
The team surpassed expectations on timelines, provided much needed guidance and overall input on design, all while operating with a high degree of autonomy.
Carl Kaub
Vice President of Chemistry at HTG Molecular DiagnosticEfficient drug and target discovery and repurposing using genomic, transcriptomic, and proteomic data
See what we can do for youSolution
Our team developed a multi-omics AI data platform enabling the generation of drug candidates with desired physicochemical (logP, logS, pKa, BBBP, etc.) and biological (binding affinity, metabolic stability, toxicity, side effects, etc.) properties.
To support high-throughput drug discovery and streamline multi-omics data processing across scientific teams, Blackthorn AI applied a production-grade tech stack including:
Project duration
01 Month
Collected project requirements, designed the scalable architecture for multi-omics processing, and defined key user flows for the web platform and molecule generation.
02 Month
Built ingestion pipelines for omics data, launched the initial biomedical knowledge graph, and deployed secure GCP infrastructure with access control.
03 Month
Developed AI modules for drug-like molecule generation, added validation filters for key properties, and integrated a scoring system to assess quality and novelty.
04 Month
Deployed a unified multi-omics data lakehouse, connected AI outputs to the real-time knowledge graph, and automated workflows for ETL, descriptor computation, and annotation.
05 Month
Delivered the researcher-facing web platform with molecule browser, query builder, analytics tools, and integrated front end with the AI engine and export features, along with admin controls.
06 Month
Conducted full QA and validation across all components, prepared candidate molecules for wet lab testing, and handed off documentation and onboarding materials to the HTG team.
Team Size
Delivering Impact
Beyond the values already highlighted, there’s even more to discover. Our commitment to innovation, client success, and impactful results sets us apart
Book a Meeting36%
fastertime to insight from multi-omics datasets
5x
scaleplatform now handles 5× more users without team expansion
75%
reusable codebasefuture modules deploy quicker
99.5%
uptimesystem stability powered by GCP infrastructure
