We build the stack. We deploy it ourselves.
Eclypse is a product company with a forward-deployed engineering model. The engine, the module registry, the agents, and the workspace are ours — built in-house, not assembled from someone else's tooling. Our engineers install that platform where regulated data lives, then hand your team a system it can run and extend on its own.
Healthcare AI fails in the last mile, so that is where we work.
The model is not the hard part
Frontier capability is available to everyone. What is scarce is a workflow a regulator would accept: the right evidence retrieved, the reasoning inspectable, the sign-off recorded, the data never moved.
Software alone does not land
Regulated workflows differ per company, per country, and per therapeutic area. A licence and a training session do not survive contact with them. Engineers sitting with the experts do.
Mission-driven engineering, not consulting
We are an elite engineering partner — not a traditional academic lab, and not a consulting IT vendor. A consultancy restarts on every engagement and bills the rebuild; academia optimises for publication, not production. We hold one constraint instead: everything an engineer builds must land in our registry as a versioned, reusable module of the product — or it is not finished. Every client instance runs the same core, upgraded on the same path.
So the library is the company
Four engagements in, a new work package is mostly configuration. That compounding is what lets us make the teams we deploy into roughly 20× more efficient — and it belongs to your environment too.
One work package at a time.
Scope the bottleneck
We sit with the team, watch the real workflow, and agree one measurable outcome and the governance constraints around it.
Stand up in your environment
Engine deployed inside your infrastructure, existing modules configured, and the first end-to-end run reviewed by your experts.
Harden and hand over
Verification, audit trails, and approval workflows tuned to your SOPs; your team takes the controls with our engineers alongside.
Your team extends it
The next workflow is usually built by your own people — self-orchestrated on the deployed platform, on top of the knowledge base and modules already there.
If you want your code in a hospital, not a backlog.
Forward-deployed engineers at Eclypse own a workflow end to end: the domain, the deployment, the evidence, and the expert on the other side of the desk. Open to students too — see what an internship here actually looks like.
See careers & internshipsWeeks spent inside customer environments, not in a sprint-planning tool.
One engineer carries a workflow from bottleneck to signed-off output.
Air-gapped runtimes, GDPR, PDPA, MLR review — engineering with teeth.
What you build becomes a module every future deployment stands on.
ECLYPSE
AI
Our proprietary AI orchestration platform for healthcare: one engine, a registry of reusable task modules and domain agents, and a governed knowledge base — deployed inside your walls and run by your team.