Resources

Benchmarks and field notes

Concrete numbers plus the thinking behind the platform. Request the benchmark pack or read the field notes to see how we build.

Proof bundle

A static example of the Snapshot Report deliverable: VCF + metrics, determinism checks, container digests, and a reproducible run script.

GIAB HG002 whole genome

30x WGS on A100 with configs, container digests, and cost breakdown (preview).

HG002 rapid turnaround

Streaming ingest with low-latency alignment path for faster clinical-style TAT.

Why GPU genomics needs streaming ingest and verification

Streaming ingest keeps GPUs busy while verification gates keep outputs deterministic, auditable, and safe to deploy.

How to detect pipeline drift with deterministic receipts and truth sets

Pipeline drift shows up as small deltas that compound. Deterministic receipts and golden truth sets make regressions impossible to ignore.