Your lab's bottleneck
isn't the biology. It's the analysis stack.

AI Execution Team · Research Labs

We turn the manual analysis eating your team's weeks — histology scoring, colony records, stats — into reproducible pipelines your lab owns. Shipped in 30 days.

Book a call → See our solutions →

Free 30-min call. No pitch — we'll tell you honestly if a Sprint fits, or point you to a simpler fix.



We don't hand you a roadmap. We build the thing.

Most help your lab can hire either advises and leaves, or sells you software your team never fully adopts. Laminar embeds, builds the pipeline, validates it against your manual baseline, documents it, and trains your team to run it without us. Strategy is step one, not the deliverable.


A few of the solutions we've shipped for research labs — histology image pipelines, lab operations databases, and reproducible statistical analysis. See each in detail on the Solutions page.

QuPath imaging pipelines
Histology image analysis

Reproducible MOVAT/PSR histology scoring in hours, not a postdoc's full day.

ColonyOS
Lab operations database

Colony records, genotyping, cages and inventories in one system — not six spreadsheets.

VesselStats
Vascular morphometry & stats

Vessel measurements computed the same way every time, with publication-ready tables.

Research data pipelines
Data pipelines & statistics

Clean, model and report experimental data — reproducibly, not in a folder called FINAL_v3.

Explore all solutions →


Before
A postdoc reviewing MOVAT-stained aortic sections by hand. Eight to ten hours per batch, with counts that drift between sessions.
After
A documented QuPath pipeline processing 600–700 sections in four to five hours, with reproducible morphometry anyone in the lab can re-run. Roughly half the time per experiment, and a result that holds up six months later.
Batch size 600–700 section images processed
Automated time 4–5 hrs processing and review
Manual baseline 8–10 hrs previous manual review

1

Lineage

A mouse colony management platform for the records and decisions that run a colony: cages and animals, breeding, genotyping, daily work, and a traceable history.

Learn more →
Abstract layered laboratory compartments suggesting colony records and pedigrees

2

Imaging Pipelines

Validated image-analysis workflows for microscopy and histology, from measurement and quality control through batch export and review. QuPath may be part of the workflow, not the boundary.

Microscopy tissue cross-section

3

Custom Analysis Tools

Purpose-built tools for the data a specific experiment produces. Vessel Stats is one example: analysis for pressure and flow myography. The same approach supports specialized measurements, calculations, and reporting.

Abstract vessel channel, flow tubing, and measurement forms

Bench background

Cardiovascular biology at UVA's Sonkusare Lab. We have done the manual analysis we automate.

Quantitative training

Neuroscience and Statistics at UVA. R and Python daily. We know if the model is right, not just if the code runs.

We ship tools non-developers use

MOVAT/PSR histology, colony databases, vascular stats — already deployed and run day-to-day by lab members, not engineers.


Tell us what's eating your lab's time. We'll tell you if a Sprint can fix it.

Book a call → Prefer async? Send your project →

Free, no-obligation call. Fixed-price proposal within 48 hours. You own everything we build.