Security Architecture

Last Updated: February 4, 2026

Governed Defense-in-Depth

BlazeXL is engineered as a Governed Runtime, providing a secure fortress for institutional data and enterprise logic. Our security posture is defined by three pillars: Container Isolation, Centralized Governance, and Deterministic Execution.

1. Compute Grid: Isolated Runtime

Every execution event on the BlazeXL platform occurs within the Compute Grid—a specialized infrastructure designed for total isolation.

  • Container Sandboxing: We utilize container technology to provide isolation for execution requests. This prevents cross-tenant data leakage.
  • Ephemeral State: Sandboxes are provisioned for specific tasks and ephemeral in nature. No execution related data persists within the runtime environment.
  • Air-Gapped defaults: Compute instances operate with strictly managed outbound access, restricted via the compute grid manager.

2. Governance Gateway: Centralized Control

The Governance Gateway acts as the central orchestrator for all security policies, identity management, and cryptographic operations.

  • Identity Provisioning: Granular access is managed through enterprise-grade OIDC/SAML providers, ensuring only authorized operators can interface with the grid.
  • Logic Sovereignty (Blaze Blocks): All organization-wide logic is versioned and stored within the Gateway. This creates a "Golden Source" for enterprise analysis, preventing the execution of unverified or shadow code.
  • Encryption Protocols: Data at rest within the Gateway (metadata and blocks) is encrypted via AES-256-GCM. Data in motion across all surfaces uses TLS 1.3 with Perfect Forward Secrecy.

3. Deterministic Execution vs. AI Risk

We mitigate the "hallucination risk" of probabilistic AI through our Grounded Execution model.

  • Code as the Interface: The AI Analyst generates human-readable Python code, not direct data results. This code is then executed deterministically on the grid.
  • Auditability: Code generated or executed is logged and available for retrospective audit.
  • Isolated Inference: AI interactions are handled via secure, transient tunnels to enterprise LLM providers. Your data is restricted to the isolated Compute Grid and never reaches the LLM training perimeter.

4. Universal Surfaces Protection

Whether you are using our Excel, the Web Dashboard, or the CLI, security is uniform. The Governance Gateway enforces consistent policy application across all entry points, ensuring that institutional data remains protected regardless of the user interface.

5. Permanent Audit Logging

BlazeXL maintains a tamper-proof audit trail of system activity within the Governance Gateway.

  • Session Forensics: We log execution timestamps, block versions, and operator identities to provide comprehensive organizational oversight.
  • Chained Hashing: We implement chained hashing to ensure data integrity and prevent replay attacks.
  • Compliance Mapping: We are working to map our security controls to SOC 2 Type II and ISO 27001 standards, focusing on the protection of PII and sensitive financial data.

6. Reporting & Response

We operate a rapid-response security protocol for all reported incidents. If you discover a potential vulnerability within the Governed Runtime, contact [email protected] immediately.