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

Pre-trial development

Model and workflow build

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

Real-world validation

Pilot program

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

Automation-ready deployment

Integration and scale

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

Long-term improvement

Ongoing support

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

Ready to build around your workflow?

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

Book a meeting