INDUSTRY
Research Labs
Reproducibility crisis. When compute pipelines aren't verified, data provenance is unclear, and experiments can't be replicated — trust in science erodes. Every unverified computation is a potential retraction.
Compute Verified
THE PROBLEM
If You Can't Prove It Happened, It Didn't Happen
- ▸50%+ of published research results cannot be independently replicated
- ▸Compute pipelines produce results without verification — silent bugs propagate
- ▸Data provenance is unclear: which version of which dataset produced which result?
- ▸Collaboration confidence is low: can you trust a result you didn't compute yourself?
WHAT WE OFFER
Verified Research Pipelines
- ▸VeriCompute: compute integrity for research — every result carries a provenance attestation
- ▸ProofCarry: verified data provenance from raw data to published figure
- ▸Safety Gateway: confidence-governed result promotion — reject results that don't meet reproducibility thresholds
- ▸CryptoFlow: document authenticity for publications and pre-prints
Research Metrics
Reproducibility Score0%
Data Provenance0%
Collaboration Trust0%
HOW IT WORKS
From Raw Data to Verified Publication
Every computation generates a VeriCompute attestation. Every data transformation is logged with ProofCarry. Safety Gateway gates results before they reach collaborators — only results that pass confidence thresholds get promoted. When a reviewer asks 'how did you get this result?', the answer is a complete, tamper-proof chain from raw data to figure.