The reproducibility crisis is partly an infrastructure crisis.
Computation should be the easy part of lab work. Instead, critical workflows often depend on ad-hoc scripts running on fragile environments.
Gino turns the deeply technical workflows behind life-science R&D into repeatable runs your team can launch, share, and return to with confidence.
Stylized replay of Gino workflow run 65: PBMC 10k through convert, filter, normalize, log1p, and inspect.
PBMC 10k · sc-rna-analysis-zqcfr · 07/10/2026, 02:58:27
Press Play run to watch the pipeline advance through its six succeeded steps.
Modules submitted for run #65
Executing workflow…
Result · pbmc10k_platform.h5ad.processed.h5ad · 9 631 cells · 25 523 genes
Computation should be the easy part of lab work. Instead, critical workflows often depend on ad-hoc scripts running on fragile environments.
Gino pulls best practice from the literature but still allows your team to refine and customise. Build computational workflows without ever facing a blank page or a coding environment.
Select and configure trusted workflows through a clear interface, no need to translate scientific intent into cryptic HPC protocols.
Inputs and settings stay connected, creating a durable record of what produced each result. One less worry for your GMP team.
Rerun or hand off the work without relying on one person’s memory, laptop, or carefully preserved setup.

Customer validation
We’re chatting with pharma and academic teams whose computational work is hard to repeat, transfer, or scale. Tell us where the friction is and we’ll start with a focused conversation.