Local AI & Energy Sovereignty

Intelligence
that never
leaves your
hands.

LeptonX builds private-first medical AI for individuals and institutions. We have structurally eliminated the category of harm that every other medical AI product represents.

Explore Products Our Mission
94.6% Mean RAG Accuracy — Phase 2b
HIPAA HL7/FHIR Zero Cloud
HIPAA Compliant Architecture HL7 / FHIR Integration NIST 800-53 Certified Epic MyChart Zero Cloud Data Transfer Local LLM Processing Voice-First Clinical Interface Genomic Sovereignty 94.6% Mean Accuracy — Phase 2b HIPAA Compliant Architecture HL7 / FHIR Integration NIST 800-53 Certified Epic MyChart Zero Cloud Data Transfer Local LLM Processing Voice-First Clinical Interface Genomic Sovereignty 94.6% Mean Accuracy — Phase 2b
94.6%
RAG Benchmark Accuracy
70%
Token Reduction Achieved
0
Cloud Data Transfers
100%
On-Device Processing
Medical professional reviewing patient records
Zero Data Custody
The LeptonX Principle

You can't be breached for data you never held.

Every other medical AI company has built their moat by accumulating your data. LeptonX's moat is built on the opposite principle — and that inversion is structurally defensible in a way that data accumulation never is.

LeptonX never receives, touches, manages, stores, handles, or ever needs to destroy a single bit of patient medical data. This is not a feature you add. It is the architecture.

Our Architecture
Doctor consulting with patient
Founding Vision

"Having your complete medical history synthesized by AI — and that data never leaving your home — is not a product feature. It is a new category of human capability."

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The LeptonX Suite

Three products. One sovereign platform.

Every component runs entirely on-device — no cloud, no exposure, no compromise on privacy or precision.

LPMA - Local Private Medical Associate
Core Platform
LPMA

Local Private Medical Associate

Your complete medical record, research literature, and genomic data — unified, voice-searchable, and entirely on your device.

  • Epic MyChart Integration
  • HL7/FHIR Record Ingestion
  • Dual-Path RAG Retrieval
  • Zero Cloud Transfer
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SarcomaClaw - Oncology Intelligence
Specialized Intelligence
SarcomaClaw

Oncology Intelligence Engine

Purpose-built RAG for sarcoma oncology. Treatment protocols, IHC pathology, clinical trials — synthesized in seconds.

  • 93–96% Query Accuracy (Phase 2b)
  • Hybrid Dense + BM25 Search
  • Reranking Pipeline
  • Literature Fusion
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SpeakClaw - Clinical Voice Assistant
Voice Agent
SpeakClaw

Clinical Voice Assistant

Ask clinical questions naturally. Hear synthesized answers that draw from your entire medical record — with correct pronunciation of every name and medication.

  • On-Device STT + TTS
  • Custom Phoneme Lexicon
  • Streaming Response
  • Context-Aware Routing
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Structural Advantage

Every new law that tightens medical data obligations is a law that doesn't apply to LeptonX.

GDPR. CCPA. HIPAA enforcement. State-level health data privacy laws. The regulatory environment moves in one direction. Every new obligation created for medical data custodians is an obligation LeptonX structurally cannot have.

Competitors will spend increasing resources on compliance infrastructure that we simply don't need. Our advantage compounds as the regulatory environment tightens. The answer to "where does the data go" is simply: nowhere.

Our Architecture
Technology architecture - local processing
Clinical Impact

Built for real clinical situations.

Medical oncology
Sarcoma Oncology Intelligence
Medical imaging
Imaging Record Analysis
Lab results
Lab & Pathology Synthesis
AI and genomics
Genomic Sovereignty
Modern medical facility
Institutional Deployment
A Fundamental Shift

For the first time, patients don't just have access to their medical records.
They have mastery over them.

The patient already has their data. They literally maintain their own medical records at home. LeptonX doesn't take custody of anything — it bestows AI superpowers over what the patient already owns.

Before LeptonX
Scattered. Inaccessible. Silent.
✕
PDFs buried across five different hospital portals
✕
Paper printouts in a folder no one can search
✕
Lab results with no context or synthesis
✕
No cross-referencing between records and research
✕
Can't answer "what did my oncologist say in March?"
✕
Completely dependent on clinician recall and availability
→ LeptonX →
After LeptonX
Unified. Intelligent. Yours.
✓
Complete medical history in one voice-searchable system
✓
Every record organized, indexed, and instantly retrievable
✓
Labs synthesized with clinical literature in real time
✓
Cross-referenced intelligence across every document ever ingested
✓
Voice answers in seconds — on the device in your home
✓
Share a specific document to your phone with a single tap
Your home is the data center.

The most secure server room in the world is the one only you have access to. Your LeptonX hardware sits in your home, under your roof, on your terms.

01
Your records, linked to your phone.

When SpeakClaw references a specific document, you receive a tap-to-view link on your phone. Pull up your own MRI report in a waiting room. Share a lab result with a specialist. Your data, delivered on demand.

02
USB backup on your schedule.

Plug in a USB drive and take an encrypted copy of your complete medical intelligence anywhere you go. The question "what if I lose my data?" predates LeptonX — and LeptonX actually reduces that risk for the first time.

03
More organized than ever before.

LeptonX doesn't just protect your data — it organizes it better than any patient has ever been able to manage their own records. Centralized, indexed, cross-referenced, and intelligently searchable.

04
Your records update when you say so.

Not on a schedule. Not because an algorithm decided. Because you tapped a button. Every other medical AI pulls your data on its own terms. LeptonX waits for you.

05
The Question People Ask

"What happens to my data if something goes wrong?"

The same thing that would have happened before you had LeptonX — except now your records are organized, backed up, completely under your control, and were never anyone else's responsibility to begin with. LeptonX doesn't introduce a new risk. For the first time, it gives you the tools to manage the risk you already had.

Standards Leadership

We're setting the bar — not following it.

As a first-mover in private, on-device medical intelligence, LeptonX leads the standards conversation for retrieval benchmarking, data residency protocols, and clinical AI evaluation frameworks.

Aligned with IEC, ISO, ITU, ANSI, and IEEE. Proposing standards that define the category.

View Our Standards
Current Benchmark

44-query sarcoma oncology suite

94.6%
Labs / Hematology100%
Treatment Protocols96%
Molecular Markers87%
IHC Pathology80%
v1: 80.0% → v2: 91.1% → v3: 94.6% (mean) +10.0% improvement
Get Started

Ready to own your medical intelligence?

Join the early access program. Be among the first to experience truly private, local medical AI.

Request Early Access View Our Standards