Insights

Life sciences cloud,
deeply explored.

Technical deep-dives, architecture patterns, and real-world lessons from the Clovertex engineering team.

HealthOmics

How Agentic AI Is Transforming HealthOmics Pipeline Creation

Explore how purpose-built agents automate pipeline validation, observability, and governance on AWS HealthOmics — cutting setup time from weeks to hours.

6 min readRead

HPC

Cloud HPC for Life Sciences: A Migration Playbook

A structured approach to migrating scientific compute to AWS — from initial assessment through parallel benchmarking to full production cutover.

8 min readRead

Platform

NUMEN: Building the Self-Service Scientific Workbench

Inside the architecture decisions behind NUMEN — how we built a governed, multi-tenant platform that scientists love and IT trusts.

5 min readRead

AI/ML

Explainable AI in Biopharma: A Governance Framework

How to implement AI that regulators, scientists, and leadership can all trust — with full explainability and audit trails baked in from day one.

7 min readRead

Genomics

Accelerating Genomics Workflows with AWS HealthOmics

A deep dive into running production WGS and WES pipelines on AWS HealthOmics — cost benchmarks, performance numbers, and lessons learned.

9 min readRead

CryoEM

CryoEM on AWS: WEKA, CryoSPARC, and NUMEN Together

How we helped a structural biology team cut their CryoSPARC processing time by 60% using a WEKA-accelerated AWS environment orchestrated through NUMEN.