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6–12 Month Roadmap for Healthcare AI Compliance and Controls
A practical 6–12 month roadmap to make healthcare AI compliance operational: classify tools, enforce operation-level ABAC, sign BAAs, and run continuous...
90 Day Endpoint First Plan for GDPR Compliant Generative AI for SOCs
Endpoint first GDPR playbook for generative AI. 90 day rollout: discovery, in flight DLP, tamper evident logs, and endpoint enforcement.
Find Shadow MCP Servers in 90 Days: MCP Security Monitoring for SOCs
A SOC playbook for MCP security monitoring: discover shadow servers, deploy time series behavioural rules, and use risk scoring with a 30/60/90 rollout to...
Tamper Evident AI Agent Logging for SOCs: Hash Chained Audit Records
Checklist for SOCs: create hash chained, tamper evident AI agent audit records, map fields into SIEM and SOAR, and keep a 90 day hot tier for fast forensics.
Enterprise Generative AI Governance Playbook, NIST/AWS/Microsoft Aligned
Governance first playbook for enterprise generative AI. Write the safety plan, gate rollouts with measurable shadow to canary thresholds, and adopt...
Prevent Data Exfiltration: Two Week LLM Redaction Pilot for SOCs
Engineering ready playbook for endpoint LLM redaction: reversible per-call token maps, per-process egress controls, verdict logs, and a two week pilot plan.
Two Hard Rules for PII Redaction Before LLMs for Security Engineers
Security engineers' playbook: redact PII before LLMs. Enforce redaction at the model boundary, layer detectors, use reversible placeholders, and test end...
Security Teams: Map Managed AI Guardrails to NIST, MAS & Australia's 10
Map managed AI guardrails to NIST and MAS, convert mappings into controls, a 7 step rollout and endpoint visibility for security teams.
Security & Risk: 5 Phase Enterprise AI Audit for Tamper Evident Trails
Practical playbook for security and risk teams: run a five phase enterprise AI audit, build tamper evident trails, prioritize fixes, and close evidence...