Sovereign Medical AI
on Your Terms
Private GPU inference for MRI analysis, insurance validation, and clinical support. No cloud. No black box. No PHI retention. Just results.
End-to-end sovereign infrastructure
From CLI to console. Every layer owned, audited, verifiable.
💻 Bee-1 CLI
- • Ed25519 key management
- • DICOM/NIfTI submission
- • Real-time progress
- • PDF download
🔐 Bee-2 API
- • Signature verification
- • Credit/billing system
- • Job queue management
- • Audit logging
🐝 QueenBee Engine
- • EfficientNet-B4 classifier
- • Mistral-7B + LoRA LLM
- • 4-bit quantization
- • 4.7s inference
📊 Console
- • Job history & results
- • Credit balance
- • Audit trail
- • ENS identity
$ pip install hostswarm-cli
Installing... done.
$ bee1 init
✓ Keypair generated
Saved to ~/.bee1/
$ bee1 register --code TRIAL-500
✓ Registered as clinic.hostswarm.eth
Credits: 500
$ bee1 submit spine_mri.dcm --wait
📤 Uploading (7.1 MB)...
⏳ Processing...
✓ Complete (4.72s)
✓ Report: spine_mri_report.pdf
Credits remaining: 499Built for serious operators
Zero PHI Retention
MRI in → Process → PDF out → Data deleted. No cloud storage. No data lake. No liability.
Cryptographic Auth
Ed25519 signatures, not passwords. ENS-anchored identity. Nothing to breach, nothing to phish.
Audit-Ready Reports
Every result includes BLAKE3 hash, confidence scores, and full provenance chain.
Sub-5s Latency
Full pipeline in 4.7s: Upload → Classify → LLM Report → PDF. No queues, no waiting.
Transparent Confidence
Model knows when it doesn't know. Low-confidence cases flagged for human review.
Simple Pricing
$0.10 per scan. No minimums. No seat licenses. No hidden fees. Pay for what you use.
Your private dashboard
Real-time visibility into jobs, credits, and audit trail. Read-only by design — writes happen via CLI.
Job History
Browse all scans. View findings. Download PDFs.
Billing
Credit balance. Usage charts. Transparent pricing.
Audit Log
Every action timestamped. Immutable. Queryable.
Identity
Client hash. ENS name. Public key.
Request pilot access
Tell us about your use case. We'll get back to you in Discord within 24 hours with a trial code for 500 free scans.
- ✓500 free scans ($50 value)
- ✓30 day trial period
- ✓Full API + CLI access
- ✓PDF reports with all features
- ✓No credit card required
- ✓Discord support