Coming soon · BioCost

BioCost

Coming soon

trace.tsv → cost report → nextflow.config patch

BioCost is coming soon as a cost and runtime analyzer for computational workflow traces. It will produce process-level breakdowns, ranked recommendations, and deterministic patch artifacts you can review before applying.

Built for platform teams who need to explain spend, prioritize optimizations, and keep a reproducible software artifact trail without mutating live pipelines.

Join coming-soon list View roadmap

Planned BioCost runs will operate against workflow artifact directories and emit deterministic outputs.

planned costopt analyze

bash

$ costopt ingest ./nextflow-artifacts /tmp/run-001
$ costopt analyze /tmp/run-001
$ costopt report /tmp/run-001
$ costopt patch_nextflow /tmp/run-001 nextflow.config
$ costopt verify /tmp/run-001

report.htmlrun_summary.jsonnextflow_config_patch.txtreceipt.json

Evidence

Every analysis produces deterministic artifacts you can inspect, version, and verify.

VerifiedExamine proof bundle

Analysis depth

Cost + runtime + retries

Process-level

Every process is scored, not just the total bill.

Output artifacts

Report + summary + patch

5 files

HTML report, JSON summary, recommendations, patch, and receipt.

Patch safety

By default

Read-only

BioCost never mutates your pipeline unless you apply the patch.

Determinism

Canonical JSON hashing

Verified

Receipt.json contains hashes so outputs are auditable.

Built for teams that require proof

BioCost is being built to turn noisy trace files into reviewable artifacts. Every recommendation will include a confidence score, estimated savings, and a rationale you can share with finance or procurement.

Cost visibility

Ingest Nextflow trace files and normalize spend across processes, retries, and cached tasks.
See which processes dominate runtime and cost, not just the final invoice.

Deterministic reports

Canonical JSON outputs with stable ordering and verifiable hashes.
Receipt.json records the exact ingest policy, tool version, and input hashes.

Safe patching

Recommendations include an estimated savings range and confidence score.
patch_nextflow emits a diff file you can review in version control before applying.

Join the BioCost coming-soon list

We are collecting early workflow shapes and trace formats so BioCost launches with useful deterministic artifacts.

Request BioCost access Examine proof bundle

Part of the Omnis platform

BioCost will fit into the same deterministic rail as Omnis LocusTrace, Omnis Helix, and BioAudit. Cost visibility is just another verifiable software artifact.

BioFlow

Deterministic workflow OS with verifiable artifacts and cryptographic audit trails.

View BioFlow

BioAudit

Coming soon tamper-evident software evidence ledger for deterministic event streams.

View BioAudit

Use cases

Built for teams who need cost clarity before scaling pipelines or quoting clients.

Platform engineering teams

Add cost visibility to internal CI/CD without building a custom billing parser.

Explore Platform engineering teams →

Reference workflow teams

Understand per-run cost drivers so throughput scaling is predictable.

Explore Reference workflow teams →

CROs & service providers

Generate client-facing cost breakdowns and optimization reports from existing traces.

Explore CROs & service providers →

Developer corner

BioCost is planned as a local-first analyzer. The preview contract is trace in, canonical report out, with hashes and replayable patch artifacts.

BioCost quickstart Proof bundle GitHub

Planned local CLI

$ costopt ingest ./artifacts /tmp/run-001
$ costopt analyze /tmp/run-001
$ costopt report /tmp/run-001
$ costopt patch_nextflow /tmp/run-001 nextflow.config
$ costopt verify /tmp/run-001

Outputs report.html, run_summary.json, recommendations.json, nextflow_config_patch.txt, and receipt.json.

BioCost is coming soon

Join the access list for deterministic cost breakdowns, reproducible recommendations, and replayable patch artifacts.

Request BioCost access View platform overview