A provenance layer for scientific pipelines — so every finding is traceable back to its source.
The problem
The chain from raw data to discovery is the dark matter of science: it exists, it matters, nobody can see it. AI is producing discoveries at scale, making it even harder to know which ones are real. Mareforma tells you which findings you can trust.
What mareforma does
Wrap any processing function and mareforma records what ran, from which data, with which code, and when — without changing how you work.
Every claim is anchored to the run that produced it — the data, the code, the confidence level. Not just a result, a traceable conclusion.
When a step produces no evidence, mareforma flags it. The difference between a real result and a model guess becomes visible before it costs you.