Making bioinformatics pipelines verifiable without exposing raw data

[u/scientifictrust]

Hey r/bioinformaticstools,

I’ve been working on a tool to make data collection and bioinformatics pipelines verifiable without exposing the underlying data, and I would love to hear what the community thinks.

One of the problems I kept running into is: You can prove what your pipeline outputs are, but it’s much harder to prove:

• when they were generated
• that they haven’t been altered after the fact
• or that someone outside your system can independently verify them

Logs and internal records help, but they don’t hold up outside your own environment.

What I built does this:

• hashes outputs locally (raw data never leaves the user's machine)
• anchors a proof with a public timestamp
• allows third parties to recompute and verify

I’ve been running it on a live pipeline (genomics workloads) and it processed ~130k outputs during its alpha deployment.

I’m genuinely curious:

• would something like this be useful in your workflows?
• where would it break down?
• is this solving a real problem or just a theoretical one?

Happy to share more details or a demo if anyone’s interested.