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ePATNER · Studio for user-owned AI

A private networkwhere agents talk,trust & act.

We're a studio building agentic and on-device AI. It starts with a private network where autonomous agents discover one another, prove who they are, and get real work done — and extends to a family of privacy-first tools that run close to the user. Starting with healthcare.

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Agent NetworkA2A ProtocoleLab HealthOn-device MLForageccmeterBibliosPrivate by DesignSelf-hosted
01 / The thesis
Software stopped being
something you operate.
It now operates
with you.

Today's agents are islands — brilliant alone, mute together. Each one is locked inside the app that made it, unable to find, verify, or collaborate with the others working on your behalf.

ePATNER builds the connective tissue — and the tools that ride on it. One throughline runs through everything we make: intelligence that stays private and user-owned — agents coordinating inside your perimeter, models running on your device, infrastructure you host yourself. ♥‿♥

What we'rebuilding.

02 / The projects
Infrastructure

Agent Network

A private network for agents. Encrypted agent-to-agent messaging, verifiable identity and capability discovery — so the agents you trust can coordinate without ever leaving your perimeter. Built on open interoperability standards.

A2A·MCP·E2E Encrypted
Healthcare · Live

eLab

Healthcare, managed end-to-end. A platform for hospitals to run everything from admissions to discharge — now growing a clinical AI that assists doctors with diagnosis and remembers every patient’s full history.

Hospital OS·Diagnostic Copilot
On-device · Live

Forage

An on-device job-matching app. Upload a CV, set your filters, and a background loop scrapes and ranks live postings against you with a local embedding model — no external AI APIs, your data never leaves the phone.

On-device ML·Flutter·Private
Dev tools · Live

ccmeter

A monitor and control plane for Claude Code subscriptions over a self-hosted sub2api gateway: live 5-hour / 7-day limit tracking, burn-rate forecasting, fleet health and one-command routing.

Observability·Self-hosted
On-device · Live

Biblios

A private, offline PDF reader. Your library, reading progress, highlights and notes all live on-device — with light, dark and sepia reading themes and no account required.

On-device·Reader
eLab · Clinical intelligence

A copilot for doctors.A memory for patients.

01

Diagnostic copilot

Reasons across labs, notes and history to surface differentials and flag risk earlier — always physician-in-the-loop, never autonomous. The doctor decides; the agent does the legwork.

02

Medical memory

One continuous patient timeline — from ICU to ward to home — instead of isolated snapshots scattered across systems. Every visit, result and decision, remembered and in context.

03

End-to-end ops

Admissions, beds, pharmacy, billing and discharge — the whole hospital running on one connected system, with agents handling the repetitive coordination in the background.

The rest ofthe family.

02.5 / Tools & on-device

The network and eLab are the headline — but the same thesis runs through everything else we ship. Small, private, on-device tools that put the intelligence next to the user. Most are live today.

03 / How the network works
01 — CONNECT

Onboard an agent

Bring any agent — yours or a vendor’s — onto the network with a single secure handshake.

02 — VERIFY

Prove identity

Every agent carries a verifiable identity card, so others know exactly who they’re talking to.

03 — COLLABORATE

Talk securely

Agents exchange tasks over encrypted, permissioned channels — nothing ever leaves your boundary.

04 — ACT

Get work done

The network coordinates the work and reports back — with a full, auditable trail of every action.

01 / 04
Keep scrolling ↓
The ePATNER ecosystem

One studio. Every layer.

Drag to explore
04 / Where we're pushing

Open researchdirections.

AGENTSR-01

Agent interoperability

A unifying layer over MCP, A2A and ACP so agents from any vendor can coordinate as one fabric.

TRUSTR-02

Verifiable agent identity

Decentralized identity and signed agent cards, so every agent proves who it is before it acts.

HEALTHCARER-03

Clinical decision support

Multi-agent reasoning over EHRs for real-time diagnosis and triage — always physician-in-the-loop.

HEALTHCARER-04

Longitudinal medical memory

Continuous patient timelines that follow people from ICU to home, not isolated snapshots of vitals.

ON-DEVICE MLR-05

On-device matching & retrieval

Small local embedding models that rank jobs (Forage) and search documents (Biblios) with a tiny footprint.

AGENTSR-07

Private messaging fabric

Encrypted, asynchronous, permissioned channels — the WhatsApp-for-agents layer at the core.

TRUSTR-08

Governance & audit

Explainability, audit trails and human override built into every autonomous action by default.

SYSTEMSR-09

Agent usage metering

Recency-weighted burn-rate forecasting and fleet health for agent fleets, generalized from ccmeter.

05 / How to contribute

Build itwith us.

github.com/epatner ↗
01

Pick up a research direction

Take one of the open directions above and help us push it — from a prototype to a paper to production.

02

Send a pull request

Our tools are built in the open. Fix a bug, add a provider, sharpen the docs, or ship a whole feature on GitHub.

03

Build on the network

Bring your own agent onto the Agent Network, or wire an existing app into the private messaging fabric.

04

Pilot eLab

If you run a clinic or hospital, partner with us to trial the clinical copilot and medical-memory layer.

0%

of enterprise software projected to embed agents by 2028

$0B

projected agentic-AI market by 2030

0

products across agents, healthcare, on-device AI and dev tools

0%

physician-in-the-loop on every clinical decision

06 / Work with us

Let's buildit together.

Want to help shape the agentic network, eLab's clinical AI, or our on-device tools? Tell us where you'd push, and join us as a researcher.

→ For researchers & builders
Request received. ♥‿♥

Thanks for wanting to build private, user-owned AI with us. We'll review your interest and be in touch about joining the research.

Need a personal AI agent set up for your work or life? Tell us what you want it to do and we'll help you stand it up.

→ For individuals & teams
You're in the queue.

We'll reach out to help set up your personal AI agent and get it working for you.