What We Build
Scientific Software,
Built to Spec
From lab databases to automated pipelines — we design, build, and deploy the tools your lab needs.
Targeted Mass Spec Data Analysis
Don't want to set up software? Send us your MRM or PRM data and we run MRMpipe on your behalf. You get publication-ready quantification, QC reports, and expert review — without installing anything.
- Scales with your data — from small panels to large batch runs
- AI-supported peak detection, deconvolution, and cross-sample consistency
- Expert scientist reviews flagged results before delivery
- Tailored to your panel — steroids, metabolites, peptides, lipids
| Analyte | Area | ng/mL | Quality |
|---|---|---|---|
| Cortisol | 2.41e6 | 142.3 | GREEN |
| Testosterone | 1.87e5 | 4.82 | GREEN |
| Aldosterone | 3.12e4 | 0.31 | BLUE |
Peptides, steroids, metabolites, lipids — any MRM/PRM panel
Custom LIMS & Scientific Databases
Tired of scattered spreadsheets, disorganized experiments, and data buried in lab notebooks? We build and deploy your custom LIMS — a single system to track samples, manage instruments, automate workflows, and give your team secure, searchable access to every result.
- Built around your lab — not a generic template
- Role-based access and full audit trail
- We build it, deploy it, and train your team
Bioinformatics Pipelines
Still copy-pasting between tools and stitching scripts together by hand? We build end-to-end pipelines that take your raw data all the way to publication-ready figures — reproducible, containerized, and version-controlled.
- Raw files → IDs → quant → stats → plots
- Docker + Conda — runs the same way a year from now
- CI-tested with every code change
ML & QC Models
Got a classification, prediction, or scoring problem buried in your data? We build custom machine learning models trained on your domain — delivered as a package you can run or an API you can call.
- Trained on your data, not a generic model
- Lean inference — fast enough for real-time QC
Accuracy
High
Precision
High
Recall
High
F1
High
Cloud Pipelines & Servers
Need your analysis running 24/7 without babysitting a workstation? We containerize your workflows and deploy them on the cloud or your own hardware — with monitoring, backups, and secure hand-off.
- AWS, GCP, Hetzner, or your own servers
- Monitoring, alerts, and automated backups included
$ docker compose up -d --build
Creating network "pipeline_net"
✓ Container postgres-15 started
✓ Container redis-cache started
✓ Container django-api started
✓ Container celery-worker started
✓ Container nginx-proxy started
$ curl -s https://api.lab.io/health
{"status":"ok","db":"connected","uptime":"47d"}
$ snakemake --cores 16 --use-conda
Building DAG of jobs...
✓ 24/24 rules complete — pipeline finished
Interactive Dashboards
Your data is only useful if people can actually see it. We build web dashboards that let your team explore results, monitor QC, and share findings — no coding required on their end.
- Filter, chart, and export without writing code
- SSO login and role-based access built in
847
Samples
96.2%
Pass Rate
12
Flagged
1 analyte above CV threshold — flagged for review
Something Else Entirely?
If it involves scientific data and software, we can probably help. Tell us what you need and we'll figure out the rest.
Describe Your Project