Your data never leaves your dedicated inference boundary. No shared infrastructure, no third-party data processing, no training on your data. Built for regulated industries that cannot compromise on data sovereignty.
Alveare's architecture is fundamentally different from shared API services. When you send a request to OpenAI, your data travels to shared infrastructure, is processed alongside requests from thousands of other customers, and is stored in logs you cannot audit or control. With Alveare, every component of the inference pipeline runs within your dedicated boundary.
Your requests never touch shared queues. Your model weights are loaded in GPU memory allocated exclusively to your hive. Your responses are generated, returned, and discarded. There is no persistent storage of inference data unless you explicitly configure logging.
Each Alveare customer runs on a dedicated hive instance. This is not namespace isolation or container isolation on shared hardware. Each hive runs on compute resources allocated exclusively to that customer. GPU memory, CPU, network interfaces, and storage volumes are not shared across tenants.
This means a vulnerability in one customer's workload cannot affect another customer's data. There is no side-channel attack surface because there is no shared physical resource. The isolation model is equivalent to dedicated hardware, delivered through orchestration that makes it economically viable.
Alveare is designed to operate within the requirements of major compliance frameworks. Our architecture decisions are driven by the assumption that our customers operate in regulated environments and need verifiable controls, not marketing claims.
Protected health information (PHI) never leaves your dedicated inference boundary. Alveare signs Business Associate Agreements (BAAs) with healthcare customers. All access to PHI is logged with timestamps, user identity, and action type. Data is encrypted at rest (AES-256) and in transit (TLS 1.3). Automatic session expiration and access revocation are built into the API key management system.
Alveare's infrastructure meets SOC 2 Type II requirements across all five trust service criteria: security, availability, processing integrity, confidentiality, and privacy. We provide audit-ready documentation, including system descriptions, control matrices, and evidence packages. Annual third-party audits validate our controls.
For customers with EU data subjects, Alveare supports data residency requirements with EU-region deployments. We process data exclusively as a data processor under your DPA. Data subjects' rights to access and deletion are supported through our API. No data is retained after inference unless you configure persistent logging.
California Consumer Privacy Act compliance is supported through the same data isolation architecture. Personal information is processed only for the purpose of inference, never sold or shared with third parties, and deletable on request. Our data processing addendum covers CCPA-specific requirements.
All data stored within your hive boundary is encrypted using AES-256. This includes any configured logging, cached model weights, and configuration data. Encryption keys are managed through a hardware security module (HSM) and are unique per customer. Key rotation is automatic and configurable.
All API communications use TLS 1.3 with strong cipher suites. Certificate pinning is available for customers who require it. Internal communications between hive components use mutual TLS (mTLS) with short-lived certificates that rotate every 24 hours.
This is a contractual guarantee, not a policy that can change. Alveare never uses customer inference data to train, fine-tune, or improve models. Your data is processed for inference and discarded. If you choose to fine-tune a model on your own data, that fine-tuned model runs exclusively in your hive and the training data is deleted after the fine-tuning job completes.
Every API call, configuration change, and administrative action is recorded in an immutable audit log. Logs include timestamps, source IP, authenticated identity, action performed, and resource affected. Logs are retained for a configurable period (default: 90 days) and can be streamed to your SIEM or log aggregation service via webhook.
Hive instances are deployed in isolated virtual networks with no public internet access except through the API gateway. Inbound traffic is filtered through a web application firewall (WAF) that blocks common attack patterns. Rate limiting is configurable per API key. IP allowlisting is available for customers who require it.
API keys support scoped permissions: read-only, write, admin. Each key can be restricted to specific specialists, IP ranges, and time windows. Keys are generated using cryptographically secure random number generators and are stored as salted hashes. Compromised keys can be revoked instantly through the dashboard or API.
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