Recommendations

AI agent-suggested actions to improve your security posture

Pending

High Priority

Applied

Dismissed

HIGH

hunter

Add Rate Limiting to Code Review Bot

Implement: 10MB file limit, allowed MIME types, 100 req/hour/user, ClamAV malware scan.

Impact

Prevents DoS and cost attacks.

Effort

2 hours implementation

HIGH

sentinel

Enable TLS for Internal ML Traffic

Configure HTTPS for product-image-generator. Generate internal CA cert for ml-server.

Impact

Prevents MITM attacks. Protects product designs.

Effort

3 hours: cert + config + test

MEDIUM

guardian

Complete EU AI Act High-Risk Classification

Medical-diagnosis-assistant, hr-recruiting-assistant, loan-underwriting-ai qualify as high-risk. Complete conformity assessment.

Impact

Avoid €30M or 6% global revenue fines.

Effort

40 hours over 2 weeks

MEDIUM

guardian

Implement Model Monitoring and Drift Detection

Deploy ML monitoring for customer-sentiment-analyzer. Set accuracy threshold alerts. Automate retraining triggers.

Impact

Prevents silent model degradation. Ensures reliable predictions.

Effort

8 hours setup

CRITICAL

scout

Decommission Unauthorized Shadow AI Applications

Immediately disable marketing-chatgpt-wrapper, sales-ai-assistant-rogue, and deepseek-code-helper. Conduct data breach assessment per GDPR Article 33.

Impact

Stops ongoing data exposure to unauthorized AI providers. Prevents further GDPR violations.

Effort

30 min shutdown + 4 hours breach assessment

CRITICAL

hunter

Deploy Prompt Injection Protection

Implement LLM Guard input sanitization for customer-support-copilot. Add delimiter detection, instruction hierarchy, output filtering.

Impact

Protects 127K customer records. Prevents GDPR Article 32 breach.

Effort

5 min auto-deploy + 2 hours testing

CRITICAL

hunter

Rotate Exposed API Keys Immediately

Revoke compromised OpenAI key (sk-proj-...). New key with: IP allowlist, $10K/month limit, AWS Secrets Manager.

Impact

Prevents $50K/month abuse and unauthorized model access.

Effort

15 min critical - Do within 1 hour

CRITICAL

guardian

Encrypt PHI Logs and Restrict Access

Enable CloudWatch KMS encryption for medical-diagnosis-assistant. Reduce retention to 90 days. Restrict IAM to 3 users.

Impact

Achieves HIPAA §164.312(a)(2)(iv) compliance. Protects 8,400 patient records.

Effort

2 hours: KMS setup + IAM policy + retention

CRITICAL

hunter

Implement Row-Level Security for HR Data

Create read-only view for hr-recruiting-assistant with only: candidate_id, resume, application_date. Revoke SELECT on employees.

Impact

Reduces blast radius from 120K to 2.3K records.

Effort

1 hour: DB changes + testing

CRITICAL

guardian

Conduct Bias Audit on Loan Underwriting Model

Engage third-party fairness audit. Implement bias testing framework. Document remediation for regulatory inquiry.

Impact

Addresses ECOA/FHA compliance. Prevents $10M+ regulatory fines.

Effort

2 weeks: External audit + remediation