MISRA C-compliant compiled inference, deterministic outputs, full audit trails, and tenant isolation — designed for healthcare, finance, automotive, and defense.
Traditional ML serving runs models through Python interpreters — introducing non-determinism from garbage collection, floating-point reordering, and runtime JIT compilation. This makes validation and certification extremely difficult.
Timber eliminates this entirely. Your model is compiled ahead of time into standalone C99 code that produces bit-identical outputs on every execution, across every environment.
How Timber Cloud aligns with the frameworks your compliance team cares about.
MISRA C Compliance
SupportedTimber compiles ML models to MISRA C-compliant code — the gold standard for safety-critical embedded systems. Every generated C99 source passes static analysis for MISRA rule conformance.
SOC 2 Type II
Architecture ReadyTimber Cloud is built with SOC 2 controls in mind. Full audit logging, encrypted secrets, role-based access, and immutable deployment records provide the foundation for SOC 2 attestation.
EU AI Act — Article 15
Facilitates ComplianceArticle 15 of the EU AI Act requires high-risk AI systems to be "accurate, robust, and cybersecure." Timber's compiled inference produces deterministic, reproducible outputs — critical for regulatory auditability.
HIPAA / Healthcare
Architecture ReadyFor organizations handling PHI, Timber Cloud provides tenant isolation via containerized deployments, encrypted transport, and audit logging. No model data is shared across tenants.
FDA / IEC 62304
Facilitates ComplianceMedical device software must follow IEC 62304 lifecycle processes. Timber's MISRA-compliant C output and deterministic builds align with Class B and Class C software classification requirements.
Model Transparency & Auditability
Built InRegulators increasingly require ML model transparency. Timber provides a complete chain from model upload to compiled artifact to production deployment, with every step logged and hashed.
Every layer of the Timber Cloud stack is hardened against common attack vectors.
API keys hashed with SHA-256
Plaintext shown once, then discarded
Row-Level Security on all tables
Users only see their own resources
Container isolation per deployment
No shared runtimes between tenants
Network segmentation
Internal Docker network, no cross-container access
Rate limiting per IP and API key
Token bucket with configurable RPM
Request body size limits
10 MB max payload on inference endpoints
Content-Security-Policy headers
XSS mitigation, frame-ancestors none
HSTS enforcement
Strict-Transport-Security with 1-year max-age
Webhook SSRF protection
Blocked private/internal IP ranges
OAuth open redirect prevention
Validated redirect paths after login
Read-only container filesystems
Runtime containers have no write access
Non-root container execution
All containers run as unprivileged users
Compiled inference that your security team, compliance officers, and regulators will approve.