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Master — agentic threat model

8.5AIVSS 8.5 · High

The 'Master' agent acts as a CRM manager handling sensitive lead, client, and worker data, presenting a high data-privacy risk. Due to the lack of documented security controls and its closed-source nature, its overall agentic risk is elevated by potential unauthorized data access and prompt injection vulnerabilities.

OWASP AIVSS score rationale

AIVSS = (CVSS_Base + AARS) × Mitigation_Factor, where AARS = (10 − CVSS_Base) × (Factor_Sum / 10) × ThM
CVSS base 7.5AARS uplift 1.0Factor sum 4.0/10Threat ×1.0Mitigation ×1.0
Autonomy of Action
0.60
Goal-Driven Planning
0.40
Self-Modification
0.10
Dynamic Tool Use
0.50
Persistent Memory
0.70
Contextual Awareness
0.50
Dynamic Identity
0.20
Multi-Agent Interactions
0.10
Non-Determinism
0.40
Opacity & Reflexivity
0.50

Scored with the canonical OWASP AIVSS formula (AIVSS calculator reference); agentic risk factors estimated from the agent’s described capabilities.

MAESTRO 7-layer threat model

Per-layer threats for this agent. Layers tagged “not certain from listing” are general, caveated commentary where the public description didn’t pin that layer.

L1 · Foundation Models⚠ not certain from listing

Not certain from the listing — likely relies on a commercial foundation model to parse user requests and manage CRM data, leaving it vulnerable to prompt injection that could manipulate CRM records.

L2 · Data Operations⚠ not certain from listing

Not certain from the listing — stores and processes lead, client, and worker information. This creates a significant risk of PII data exfiltration, unauthorized database access, or data poisoning if inputs are not sanitized.

L3 · Agent Frameworks⚠ not certain from listing

Not certain from the listing — orchestrates CRM actions (create, read, update, delete). Insecure tool integration or lack of strict authorization checks could allow users to execute unauthorized administrative actions.

L4 · Deployment & Infrastructure⚠ not certain from listing

Not certain from the listing — hosted as a closed-source SaaS. Standard web application vulnerabilities, insecure API endpoints, and lack of tenant isolation are primary infrastructure concerns.

L5 · Evaluation & Observability⚠ not certain from listing

Not certain from the listing — no mention of evaluation, guardrails, or observability tools to monitor CRM modifications or detect anomalous agent behavior.

L6 · Security & Compliance (cross-cutting)⚠ not certain from listing

Not certain from the listing — handles sensitive business and personal data (leads/workers) but does not disclose compliance with data protection regulations (e.g., GDPR, CCPA) or access control policies.

L7 · Agent Ecosystem⚠ not certain from listing

Not certain from the listing — operates as a standalone CRM tool with no described multi-agent or ecosystem integrations.

MAESTRO — the 7-layer agentic threat-modeling framework (Cloud Security Alliance / Ken Huang).