How to Migrate from In-House Pipelines to Enterprise-Level Workflows: A Proven 3-Step Validation Framework
· 18 min read
Whether your lab uses bash scripts, Python workflows, Snakemake pipelines, or custom solutions—your in-house pipeline works fine locally. It's been running for years. But as your research scales, you face a hard truth: in-house pipelines don't scale, aren't reproducible across teams, and require constant manual fixes.