Colibri Use Case · Scientific Computing & Laboratory Operations

Reproducible compute & telemetry for
genomics, supercomputing & earth science.

Orchestrate multi-petabyte instrumentation data, automate HPC cluster node governance, and guarantee immutable provenance for experimental discoveries.

Select Research Domain

Orchestrating multi-terabyte genomic variant calling with deterministic reproducibility

Scientific Instrumentation Engine

High-Throughput Sequencing & Bioinformatics Pipelines

Next-generation sequencing core facilities generate hundreds of terabytes of raw BCL and FASTQ reads weekly. Colibri automates data movement from sequencers to HPC clusters, manages storage tiering, and enforces pipeline provenance.

The Research Bottleneck

Manual script glue, sequencer IO bottlenecks, and unindexed petabyte storage cause run backlogs and untracked pipeline versions.

The Colibri Approach

Colibri triggers automated Nextflow and Snakemake pipelines the moment sequencer chemistry completes, verifies raw checksums, and auto-tiers files to cost-effective cold storage.

Core Capabilities & Pipeline Standards

Automated Illumina & Oxford Nanopore raw run ingestion and indexing
Deterministic Docker/Singularity container provenance tracking
Automatic FASTQ-to-CRAM lossless compression and cloud tiering
Multi-omics metadata harmonization and compliant data repository export

Instrumentation Workflow & Compute Pipeline

Step 01
Sequencer Signal Ingest

Detect run completion on Illumina NovaSeq / Nanopore PromethION systems.

Step 02
HPC Dispatch

Auto-submit alignment and variant-calling jobs to SLURM or Kubernetes GPU nodes.

Step 03
Quality Metric Verification

Evaluate Q30 scores, read depth coverage, and contamination metrics in real time.

Step 04
Data Provenance Ledger

Anchor pipeline execution graph and Git commit hashes for publication reproducibility.

Measured Research Efficiency
4.8x
Faster Sample-to-Variant Turnaround
62%
Storage Cost Reduction via Automated Tiering
100%
FAIR Data Provenance Compliance
FAIR Data Principles & Reproducibility

Deterministic data lineage from raw sensor photons to published paper.

DAG Provenance Tracking

Every transformation graph records exact software container image digests (SHA-256), environment variable flags, and CPU architecture parameters.

Automated Cold Tiering

Move petabytes of raw uncompressed detector frames to low-cost archival storage while keeping metadata and index pointers instantly searchable.

Inter-Institute Sharing

Securely federate multi-center research data with tokenized scoped access, allowing international consortia to collaborate without copying petabytes.

Research Infrastructure Questions

Can Colibri integrate with our on-premises SLURM cluster and Lustre filesystem?

Yes. Colibri runs lightweight POSIX daemon agents that communicate with SLURM REST APIs, Lustre changelogs, and GPFS filesystems without kernel modifications.

How does Colibri support grant-funded grant compliance (NIH, NSF, Horizon)?

Colibri automatically generates data management plan (DMP) execution reports, tracking data sharing, storage expenditures, and compute allocation utilization.

Can we run our own workflow managers (Nextflow, Snakemake, Cromwell)?

Yes. Colibri acts as the overarching orchestration and telematics layer, triggering and monitoring your existing workflow engines via event triggers.

Accelerate your scientific discoveries with Colibri.

Connect your lab sequencers, supercomputers, and observational sensors to Colibri today.