Cytoscan Systems
Engineering arm of Cytoscan Research
Cytoscan Systems is an engineering firm. We build and run the software intelligent systems depend on — computer vision, applied AI, distributed infrastructure, and environments that have to pass defence and medical certification.
Cameras and sensors to decisions, fast enough to act on.
Models that run every day, not just in a notebook.
Services that scale out and stay consistent.
Defence and medical-device grade, built to certify.
Four practices. Each one ships something you can run a business on, not a demo you have to babysit.
Detection, recognition, and inspection pipelines that turn raw imagery into decisions fast enough to act on — on a line, in a vehicle, or at the edge.
Taking a model from a promising result to a service that runs every day — with evaluation you trust, monitoring that catches drift, and a defined answer for when it's wrong.
Orchestration, observability, and fault tolerance for services that scale horizontally without drifting out of sync. Built so a bad night is an alert, not an outage.
Hardened engineering for defence and medical-device environments — where the system has to survive an audit as well as a load test, and every change has to be accounted for.
The rest of it: bespoke enterprise applications engineered end to end. Scalable backbones, real test coverage, and a handover that includes documentation and an on-call story — so the system outlives the engagement.
Two arrangements. The difference is who carries the risk.
You own the product. We're your engineering team — working to your roadmap, delivering to production, and billing for the work.
A deeper partnership. We take shared upside instead of full fees, and carry engineering risk with you from the first commit.
Every engagement runs this sequence. Nothing moves forward until the step before it is written down.
We define the problem, the constraints, and what is actually worth building. You get a written scope before anyone writes code.
We design for the load, failure modes, and change you will really see. Every significant decision is documented and defensible.
We build it — with tests, review, and instrumentation from the first commit, not bolted on before launch.
We deploy, monitor, and keep it running. Handover includes documentation, runbooks, and a clear on-call story.
Cytoscan Systems is the engineering arm of Cytoscan Research. Research gives us methods that have actually been tested. Production gives research problems that are actually real. Most firms have one side of that; we run both, and the loop is the point.
Cytoscan Research → methods, evaluation, prior art
Cytoscan Systems → architecture, delivery, operations
Send the problem. We come back with how we would engineer it, what it takes, and what it costs — before you commit to anything.