Services

What we do, across every domain.

Every engagement is a domain and a function crossed together. This is where our depth actually sits today — including the columns we’re still building out, not just the ones we’d rather show you.

Capability matrix by domain and function
Domain	Research & consulting	Custom pipelines	Model training & fine-tuning	Deployment & MLOps	Data analysis & reporting
Drug discovery ML	Core	Core	Available	In development	Available
Genomics & NGS	Core	Core	Core	Available	Core
Single-cell & spatial	Core	Available	Available	In development	Core

Drug discovery ML

Research & consulting: Core
Custom pipelines: Core
Model training & fine-tuning: Available
Deployment & MLOps: In development
Data analysis & reporting: Available

Genomics & NGS

Research & consulting: Core
Custom pipelines: Core
Model training & fine-tuning: Core
Deployment & MLOps: Available
Data analysis & reporting: Core

Single-cell & spatial

Research & consulting: Core
Custom pipelines: Available
Model training & fine-tuning: Available
Deployment & MLOps: In development
Data analysis & reporting: Core

Core— Proven, repeatable delivery

Available— Delivered on scoped engagements

In development— Actively building capability

How we work

Three ways to bring us in.

Sprint

Feasibility & method selection

A focused 2–4 week engagement to answer one technical question: which architecture fits, whether a public dataset is enough, what a pipeline should look like before you commit resources.

Best for: Early-stage decisions

Build

Fixed-scope delivery

We design, build, and hand over a working pipeline or trained model against an agreed scope and timeline — documented, versioned, and yours to run.

Best for: Defined deliverables

Retainer

Embedded, ongoing

We work alongside your team on a rolling basis — extending pipelines, retraining models, and supporting new analyses as the research evolves.

Best for: Long-running programs

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