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MyOperator Sales AI Agent — agentic threat model

7.4AIVSS 7.4 · High

The MyOperator Sales AI Agent presents a moderate risk profile, primarily driven by its public-facing conversational interface (WhatsApp/web) and integration with communication APIs. Main threats involve prompt injection leading to brand reputation damage, unauthorized messaging, or leakage of customer lead data.

OWASP AIVSS score rationale

AIVSS = (CVSS_Base + AARS) × Mitigation_Factor, where AARS = (10 − CVSS_Base) × (Factor_Sum / 10) × ThM
CVSS base 6.3AARS uplift 1.48Factor sum 4.0/10Threat ×1.0Mitigation ×0.95
Autonomy of Action
0.60
Goal-Driven Planning
0.40
Self-Modification
0.00
Dynamic Tool Use
0.50
Persistent Memory
0.30
Contextual Awareness
0.50
Dynamic Identity
0.20
Multi-Agent Interactions
0.40
Non-Determinism
0.60
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 third-party LLMs via API. Primary threats include prompt injection from public users via WhatsApp/web chat, leading to jailbreaks, offensive outputs, or model reprogramming.

L2 · Data Operations⚠ not certain from listing

Not certain from the listing — likely utilizes RAG over product catalogs, FAQs, and business guidelines. Threats include knowledge-base poisoning if unauthorized users can alter product details, and data exfiltration of customer PII via conversational extraction.

L3 · Agent Frameworks✓ mapped

Orchestrates conversational sales flows and lead qualification. Vulnerable to tool misuse where attackers manipulate the agent into sending unauthorized WhatsApp messages, spamming leads, or bypassing qualification logic to inject malicious payloads into connected CRMs.

L4 · Deployment & Infrastructure⚠ not certain from listing

Not certain from the listing — hosted on MyOperator's closed-source SaaS infrastructure. Threats include API key exposure (WhatsApp, CRM integrations) and potential lateral movement if the hosting environment lacks strict tenant isolation.

L5 · Evaluation & Observability⚠ not certain from listing

Not certain from the listing — likely provides standard conversation logs within the MyOperator dashboard, but dedicated LLM guardrails, drift monitoring, or real-time prompt injection detection are unverified.

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

Not certain from the listing — MyOperator likely adheres to standard telecom/SaaS compliance (e.g., ISO, GDPR), but specific AI safety compliance, data minimization policies for LLM inputs, and user consent mechanisms for automated AI sales are not detailed.

L7 · Agent Ecosystem✓ mapped

Part of the broader MyOperator Business AI Operator and AI Suite (including voicebots, chatbots, and support workflows). Threats include cascading failures if a compromise in the sales agent allows unauthorized lateral access to support or voicebot systems.

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

These scores are auto-generated from public information (the agent's own listing, docs, and repository) using the canonical OWASP AIVSS formula and the MAESTRO framework — an estimate for guidance, not a penetration test, audit, or certification. See the scoring methodology. Are you the vendor? Factual corrections are free.