enjambreia spreads inference across many machines without giving up control or trust. Cryptographic signing, multi-layer anti-fraud and per-customer isolation, out of the box.
Every job carries an expiring voucher signed by the operator. No node computes without a valid, current signature: it's the network's power switch, and only you hold it. The private key never leaves the coordinator.
Verifiable compute receipts per job; tolerant comparison (robust to different hardware); quorum across independent nodes; and logprob verification (a made-up output is improbable). A fraction of jobs audits itself.
Every node has a trust score [0,1]. A provably fake output sends it to quarantine: it stops serving and earning until manual review. Regaining trust takes several good audits.
Real multi-tenancy: a company's traffic is computed ONLY by its own nodes. Your request is never served by an outside node, and your nodes never see another customer's data.
Passwords with PBKDF2-HMAC-SHA256 (200k rounds, per-user salt), never in plain text. JWT sessions with full revocation (log out everywhere). Rate limiting against brute force and abuse.
Each node has a secret: nobody can touch another node's wallet, payouts or resources. Only the node that actually served gets paid, and billing is computed on the gateway side (a node can't inflate the count).
All money as integers (nano-dollars): the books balance to the nano. Charging and payout in atomic transactions. Scheduled payouts. Payments via Stripe (webhook with verified signature, idempotent credits).
Secrets outside the repository; unprivileged containers (non-root user); database not exposed to the Internet; the app refuses to start in production with default secrets. Observability: health check, Sentry and uptime.
The architecture was reviewed against OWASP Top 10 (Web/API/LLM), CWE Top 25 and ASVS, with automated code auditing. We closed error leakage, database exposure and default secrets, and added session revocation and rate limiting.
We don't show off a badge on the wall: we implement the technical controls an audit requires. A certificate is paperwork plus an external review; real security is this, and it's already running.
We deliberately describe the controls without versions, configurations or internal details: enough for you to trust us, nothing useful to an attacker. Security doesn't depend on this being secret, but on the cryptography and isolation underneath. If your team needs the full detail, we review it under agreement.
Security questions from your team? Let's talk about your case.
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