Substance-loaded answers paired with the specific standards, control IDs, and named vendors involved. Compliance officers can cross-reference any claim against the published documents in under a minute.
What standards does your security work map to?
- Every engagement maps to specific control IDs across SOC 2 TSC 2017 (with 2022 update), ISO/IEC 27001:2022 Annex A, GDPR Articles, HIPAA 45 CFR §164, and PCI-DSS v4.0. The capability-to-control matrix on this page lists 45 specific mappings. We don't claim general compliance; we cite the specific controls our capabilities satisfy.
What is Rollable Security?
- Rollable Security is our posture framing: keys rotate on cadence (HKDF-SHA-256 per-principal at user tier, KMS quarterly at app tier, on-event at tenant tier), identities re-issue against scope changes (NIST SP 800-63B AAL3 for FinancialRecord), tenants can be cryptographically erased on demand (NIST SP 800-88 Rev. 1 §4.7), and deploys roll without opening a gap. The architectural spine is zero-trust per NIST SP 800-207, with a Layer Zero policy decision point gating every interior layer.
How do you handle GDPR Article 17 (right to be forgotten) at the AI pipeline level?
- Cryptographic erasure. Three-tier multi-key encryption (user-level via HKDF, app-level and tenant-level via KMS) means a right-to-be-forgotten request deletes the user-level key. Ciphertext remains across every downstream service for retention purposes, but no process anywhere can decrypt it. Cascade SLA is 60 seconds. The erasure event itself is OCSF-logged with parent_event_id linking back to the original ingest.
What audit evidence do you provide to third-party auditors?
- The handover pack is generated automatically at audit period close and includes eight artifacts: asset inventory (NIST SP 800-53 CM-8), access matrix (ISO 27001 A.5.18, A.8.3), OCSF NDJSON audit log archive with signed Merkle root, evidence chain (NIST SP 800-92 §5.3), key rotation history (NIST SP 800-57 Part 1 §6.4), consent ledger (ISO/IEC 29184, GDPR Art. 7), privileged action register (OCSF Class 3002), and incident register (NIST SP 800-61 Rev. 2). All ingest natively into Workiva, AuditBoard, and ServiceNow GRC without bespoke mappers.
What does Layer Zero mean?
- Layer Zero is the gate that runs before the security onion. Three independent checks AND-ed together: Identity (Master Data Management per NIST SP 800-63B), Policy (Attribute-Based Access Control per NIST SP 800-162), Consent (ISO/IEC 29184 and GDPR Art. 7). Every action passes through all three before reaching any interior layer. Vendor implementations vary: Beyond Identity, Microsoft Entra, or Ping for Identity; CyberArk PAM, Open Policy Agent, or AWS Cedar for Policy; OneTrust or TrustArc for Consent management.
How is AI and Agent security different from traditional application security?
- LLMs in production are confused-deputies by default: prompt injection makes the model carry attacker-controlled intent with system-level authority. Defense is containment, not filtering. We deploy prompt isolation, tool-permission scoping, deterministic gates over load-bearing outputs, and runtime auditing of every model call. Training-data lineage uses Multi-Key Encryption with cryptographic erasure for contributor takedowns; consent grants gate every pipeline action that touches PII. Reference frameworks: OWASP AI Top 10, NIST AI RMF 1.0.