Case studies

Challenge

Needed a standardized, GxP-aligned pipeline for variant calling and QC reporting across multiple sites.

Solution

We designed and implemented a containerized pipeline with full traceability, automated reporting, and integration with their LIMS.

Results

• 40% faster turnaround from sample to report
• Single pipeline across 3 sites
• Audit-ready documentation

Challenge

Required deep learning models for diagnostic imaging with strict reproducibility and regulatory readiness.

Solution

We built and validated models with full MLOps, versioning, and explainability reports suitable for regulatory submission.

Results

• 95%+ accuracy on held-out test set
• Full traceability for audits
• Deployed in production within 8 months

Challenge

Scientists needed to explore multi-omics data and share insights with partners without relying on bioinformaticians for every query.

Solution

We built an interactive web platform with secure access, pre-built visualizations, and export for reports and publications.

Results

• 10x faster time-to-insight for common questions
• Self-service for 80% of analyses
• Integrated with existing data lake