Enterprise data & AI orchestration for healthcare

The intelligence moves.
Your data doesn't.

Sovereign healthcare AI orchestration, deployed inside your environment.

The central operating system for government health agencies and large commercial pharma and hospital enterprises.

Built inside your walls.
Governed by your rules.
Powered by frontier intelligence.
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Compounding
Every new work package extends the same deployed platform, not a fresh build
4 sectors
Live with pharma, government, hospitals, and clinical trials
Self-sufficient
Your team orchestrates and extends it after handover
Zero egress
In-country, on-prem, or air-gapped by default
Sovereign by design
03 deployment topologies

Sovereign cloud

In-country tenancy under your jurisdiction — including Government Commercial Cloud.

residency: in-country

On-premise

Installed on the hardware and identity stack your team already operates.

control: your infra

Air-gapped

No outbound path at all. The models come in; nothing goes out.

egress: none
Your data stays in your environment. Always.
Why Eclypse

Three commitments, one platform.

Eclypse is built to be the central operating system for complex, data-driven healthcare institutions — bridging raw data and actionable decisions, not a point solution for one team's use case. One orchestration engine, a Validator Framework mapping your institution's know-how and assets, and a library of domain agents — built with deep domain knowledge, installed inside your environment, and run by your own team.

Abstract visualization of many independent data and workflow streams converging into a single point of light, representing Eclypse's one-engine orchestration architecture
01 · AI Sovereignty & Security

Your data stays yours.

Maximal control over your operations and proprietary data. Nothing you run through Eclypse trains a public or foundation model — full stop.

02 · The Validator Framework

A map of your institution, not just your documents.

A governed digital twin of your organisation's know-how, physical assets, and data — the substrate the engine orchestrates machine learning against.

03 · Mission-Driven Engineering

An engineering partner, not a vendor.

We are an elite engineering partner — not a traditional academic lab or a consulting IT vendor. We build, deploy, and stay accountable for the outcome.

Deployed with
Santen Pharmaceuticals
Health Sciences Authority Singapore
Eternami
The product

One engine, one library, every workflow.

The orchestration engine plans and runs multi-step work over small and large models, calling registered modules and domain agents. It is the same engine in a pharma market-access team, a regulator's cloud, and a hospital pharmacy.

Three layers: Ground feeds Core, Core feeds Surface — one engine running over your own data, out to the people who sign off on the work. 01 · GROUND 02 · CORE 03 · SURFACE
Layer 01 · Ground

The Validator Framework

A governed digital twin of your institution: trials, real-world data, literature, physical assets, and operational know-how ingested once, harmonised to one schema, provenance tracked on every fact.

Hybrid RAG + OKF Continuous SLR Institutional digital twin
Layer 02 · Core

The orchestration engine

Plans the task, retrieves the right evidence, routes across SLMs and LLMs, calls modules and agents, and checks its own output before a human ever sees it.

Planner Tool registry Model routing Verification
Layer 03 · Surface

Expert workspace & outputs

Specialists steer agents, inspect reasoning, and approve deliverables — dossiers, submissions, forecasts, briefings — every claim traced to source.

Human sign-off Audit log Export-ready
Runs anywhere your data must stay
Sovereign cloud On-premise Air-gapped Government Commercial Cloud, SG
Sub-capabilities of the engine
Context engineering Agentic planning Persona drafting Dual-model verification
Read the platform architecture
How it lands

The platform does the work. Deployment just makes it fit.

You are buying our technology, not a team of contractors. Our engineers are how it gets configured to your regulated reality in weeks rather than quarters — then they step back, and the system is yours to run and extend.

How our deployments run
01

Install the platform

The engine, registry, agents, and knowledge base deploy into your environment as a working system. Our engineers sit with your experts to point it at the real bottleneck — not at a discovery deck.

02

Compose, don't rebuild

The workflow is assembled from task modules and healthcare agents already in our registry — extraction, harmonisation, retrieval, drafting, verification — so only what is genuinely new gets written.

03

Hand over the controls

The deployment becomes self-serving. Your team composes new workflows in the platform, registers its own modules and tasks, curates its own knowledge base, and keeps full audit trails — without waiting on us.

The compounding effect. Four engagements in, a new work package is mostly configuration: the modules exist, the agents are trained on the domain, the deployment pattern is proven.

The module library

The asset that compounds.

Every capability we build is registered as a task module or agent — versioned, permissioned, and callable by the engine. New workflows are composed from what already exists.

// four families, one registry
// reused, not rebuilt

Wide abstract visualization of many parallel data streams flowing toward a single bright convergence point, representing Eclypse's shared module registry feeding every workflow

Ingest & structure

document_extraction
table_and_form_parse
schema_harmonise
deidentify
systematic_lit_review

Reason & retrieve

grounded_retrieval
claim_substantiation
demand_forecast
image_segmentation
cohort_matching

Domain agents

medical_affairs_agent
heor_agent
regulatory_agent
pharmacovigilance_agent
commercial_agent

Govern & deliver

compliance_check
reference_linking
audit_trail
dossier_assembly
localisation

Representative modules. The full registry is reviewed during scoping.

Yours after handover

A platform your team runs without us.

Success is your experts building the next workflow themselves. Once the deployment is live, the engine, the registry, and the knowledge base are operated by your team — we are there for the hard new capability, not for every request.

Not a consulting dependency. Same engine, same registry, same upgrade path for every client — your instance is configured, not custom-forked.

Abstract visualization of independent streams radiating outward from a single light source, representing a healthcare team running the platform self-sufficiently after handover
self-orchestration

Compose your own workflows

Chain registered tasks and agents into new pipelines in the workspace, test them against real cases, and promote them when your reviewers sign off.

bring your own modules

Register your own tasks

Your data scientists publish their own models, scripts, and internal APIs into the registry as first-class modules the engine can call, with the same versioning and permissions.

your knowledge base

Build and own the evidence layer

Point the platform at new sources, define the schema and access rules, and grow your governed knowledge base — it stays your asset, in your environment, readable by your own tools.

your agents

Tune agents to your SOPs

Adjust personas, templates, review gates, and approval thresholds to match how your function actually works — configuration your team controls, not a support ticket.

Sovereign by default

Sovereignty is the default, not the upgrade tier.

Deployment inside your infrastructure is the default, not a premium tier. Regulated evidence, patient records, and submission data stay where your legal team already cleared them.

egress: none

Air-gapped, on-prem, or your sovereign cloud. No data crosses a border you didn't choose.

traceability: 100%

Every output resolves to its source document, version, and the agent run that produced it.

control: human

Expert review and approval workflows are structural. Nothing is auto-selected or auto-published.

fit: existing stack

Sits on the infrastructure and identity you already run — role-based access, immutable logs, BAA-ready.

Security. Privacy. Sovereignty.

Designed from the ground up for the most demanding regulatory and data-residency requirements.

ISO 27001
Aligned
SOC 2
Aligned
GDPR
Compliant
HIPAA
Ready
PDPA
Ready

Start with one workflow. Keep the library.

A first engagement is scoped as a single work package with a measurable outcome. Bring us the bottleneck your experts complain about most.

Book a working session Read the case studies
sales@eclypse-ai.com · Singapore
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.

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