Custom Solutions

Custom AI models, powered by your data.

Your assay is unique. Your image analysis should be too. We build and train custom AI models on your own data, validate them against your standards, and deploy them into workflows your team can hit the ground running with.

Book a scoping call → Learn about our process

Understanding your needs

Discovery

Workflow reviewWe map your assay, imaging setup, throughput goals, and decision points.
Technical scopeWe define the model, software, consumable, or automation support needed for your use case.
Success criteriaWe agree on the measurements, accuracy targets, and reporting outputs that matter to your team.

Pre-trial development

Model and workflow build

Sample image reviewWe start with representative images from your microscope, staining protocol, or plate format.
Custom model tuningWe adapt CellOpsis Live models for the structures, cell types, or assay endpoints you need to quantify.
BenchmarkingWe compare outputs against your existing analysis method so the result is practical, not just visual.

Real-world validation

Pilot programme

Hands-on onboardingWe help your team run the workflow on real images and real timepoints.
Iteration with your dataWe refine segmentation, thresholds, and reporting around your feedback.
Evaluation packageWe summarize performance, time savings, and next steps for deployment.

Automation-ready deployment

Integration and scale

Software integrationWe support outputs and workflows that fit your analysis stack and lab operations.
Instrument compatibilityWe help connect CellOpsis Bench or your existing image cytometer into high-throughput counting.
Consumable supportOur patent-pending consumables can unlock reliable automated counting on compatible systems.

Long-term improvement

Ongoing support

Model updatesWe keep refining performance as your conditions, cell lines, and assay formats evolve.
Workflow monitoringWe help track reliability across runs, batches, and plate formats.
Scientific supportYou have a direct path to our team when your workflow needs a new capability.

Get started

Ready to build around your workflow?

Share your imaging setup, assay, and throughput goals. We'll help define the fastest path to a usable analysis workflow.

Book a meeting →