Sovereign Medical AI,
Running on Your Hardware
From MRI to audit trail — no cloud middlemen. Full-stack infrastructure for medical imaging AI with cryptographic identity and GPU-backed execution.
"We own the compute. We own the identity. We own the inference. We own the audit trail."
The Full Stack
End-to-end sovereign infrastructure. Every layer owned, audited, and verifiable.
Client Identity
ENS subdomain + Ed25519 keypair
blocketh.hostswarm.ethBee-1 CLI / Agent
Job submission, result polling, key management
bee1 submit-local ./spine.nii.gzQuantumRails API (Bee-2)
Signature verification, job queue, billing, audit
Ed25519 signature requiredPrivate GPU Inference
MONAI + PyTorch on dedicated hardware
RTX 5090 x2 — 154ms avg inferenceSigned Results + Audit Trail
Cryptographic provenance, immutable logs
JSON result + PDF report + audit entryHostSwarm Console v1
Client dashboard, job history, billing, audit
console.hostswarm.io/36eef2e09daf2399✓ What We Do
- •Run inference on private, dedicated GPUs
- •Verify every request with Ed25519 signatures
- •Log every action to immutable audit trail
- •Sign results with cryptographic provenance
- •Provide full visibility via Console
✗ What We Don't Do
- •No shared multi-tenant cloud inference
- •No PHI retention after job completion
- •No black-box model behavior
- •No email/password authentication
- •No vendor lock-in or proprietary formats
HostSwarm
Managed medical inference infrastructure with ENS-anchored, hash-native clients and GPU-backed execution. Your sovereign compute layer.
No SaaS lock-in
Export your data anytime. Standard formats.
No black-box inference
Confidence scores, uncertainty flags, full provenance.
No shared multi-tenant GPUs
Dedicated hardware. Your jobs, your silicon.
Pilot v1 Metrics
Console v1
Your client-scoped operational console. Real visibility, not dashboards-for-show.
console.hostswarm.io/<client_hash>Identity & ENS Status
View your client hash, public key, and ENS subdomain. Cryptographic identity at a glance.
Job History & Results
Browse all submitted jobs. View measurements, confidence scores, and download PDF reports.
Billing & Credits
Track credit balance, usage by task type, and view transparent pricing.
Audit Logs
Full event history with filters. Every action recorded and queryable.
CLI & API Integration
Ready-to-use code snippets. Copy and run immediately.
PDF Medical Reports
Download human-readable reports with measurements, confidence, and advisory disclaimers.
View Sample Report →Console is read-only by default. Write operations (job submission, key rotation) happen via Bee-1 CLI or sovereign agents. This is by design.
Cryptographic Identity + ENS
Web3 used correctly. Identity is cryptographic, ENS is optional naming.
Identity = Hash + Keypair
Your client identity is derived from your Ed25519 public key. No email, no password, no third-party auth. The hash is your identity.
e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855
36eef2e09daf2399eb879d7aee7ace125325a95b07ff52972f539d23630e37b4
ENS = Optional Naming
Claim a human-readable name under *.hostswarm.eth. ENS never authenticates — it only displays.
blocketh.hostswarm.eth
console.hostswarm.io/36eef2e09daf2399
No Email Required
Pure cryptographic authentication. Generate keys locally, register on-chain.
Cryptographic Provenance
Every request signed. Every result attributed. Full chain of custody.
Revocable & Portable
Rotate keys, transfer ownership, revoke access — all on-chain and auditable.
Medical-Grade Trust
Built for regulated environments. Compliance by construction, not afterthought.
Advisory-Only AI
Non-diagnostic outputs. Decision support for clinicians, not replacement. Clear disclaimers on every result.
No PHI Retention
Patient data processed and discarded. Results stored, source images deleted. By default, not by request.
Immutable Audit Logs
Every action logged with timestamp, client ID, and event type. Append-only. Queryable via Console.
Signed Inference Results
Every result includes model ID, version, runtime, and confidence. Cryptographic chain from input to output.
Deterministic Pipelines
Same input, same output. Reproducible results for audit and validation. No hidden randomness.
On-Prem Deployment
Run on your infrastructure. No cloud required. Full control over compute, storage, and network.
Advisory decision support only. Not for clinical decision-making without physician review.
Built for Serious Operators
QuantumSwarm serves organizations that need sovereignty, auditability, and control.
Medical Imaging Groups
- —Quantitative second-opinion AI
- —Faster triage with confidence scores
- —Private compute, no cloud exposure
Insurance Claim Validation
- —Consistent severity grading
- —Audit-ready artifacts
- —Review prioritization
Research Institutions
- —Reproducible pipelines
- —Full provenance tracking
- —API-first integration
Clinics & Practices
- —Second-opinion AI support
- —Human-readable PDF reports
- —Simple CLI workflow
Sovereign GPU Operators
- —Run your own inference nodes
- —Join the HostSwarm network
- —Earn from private compute
Enterprise Partners
- —White-label integration
- —Deterministic, auditable behavior
- —No vendor lock-in
Ready to Deploy?
Start with HostSwarm for managed infrastructure, or run your own sovereign GPU nodes.