A Working Proof of Concept in Three Months
A focused pilot shows value on one asset and one decision. We use our existing primitives, build the ones your question needs, and deploy on your infrastructure.
Define the use case and success metrics
Pick one therapeutic question in the context of an existing cohort or trial, and agree up front what a successful answer looks like.
Existing and custom primitives
Start from our library of H&E, transcriptomic, and protein detectors, and build what your question needs. Most new primitives take about a week.
Deployed on your infrastructure
Everything runs inside your environment, whether laptop, cloud, or air-gapped network, next to your clinical data.
Milestone-based deliverables
Actionable findings at each milestone, plus the additional features and datasets worth pursuing next.
Forward-Deployed, Pathologist-Led
Our team works alongside yours for the length of the pilot, so the measurements answer your question, not a generic one.
Pathologist iteration
Your pathologists decide which features matter and review the overlays. We refine the measurements with them until they trust the output.
Clinical data integration
We connect measured features to the outcomes you track, such as response, toxicity, and survival.
Custom primitives
New detectors for the features your program needs, validated on orthogonal data before anyone relies on them.
Monitoring
Deployed models stay checked as new data, sites, and platforms come in.
Start with One Asset and One Decision
A focused pilot demonstrates value on a single program, against success metrics agreed up front.