Vodex AI — agentic threat model
Vodex AI presents a high-risk profile due to its autonomous outbound and inbound voice capabilities handling sensitive financial, debt collection, and healthcare data. A compromise could lead to automated vishing campaigns, severe regulatory violations (FDCPA, HIPAA, TCPA), and unauthorized access to enterprise CRMs.
OWASP AIVSS score rationale
| Autonomy of Action | 0.80 | |
| Goal-Driven Planning | 0.60 | |
| Self-Modification | 0.10 | |
| Dynamic Tool Use | 0.70 | |
| Persistent Memory | 0.50 | |
| Contextual Awareness | 0.80 | |
| Dynamic Identity | 0.20 | |
| Multi-Agent Interactions | 0.20 | |
| Non-Determinism | 0.80 | |
| Opacity & Reflexivity | 0.70 |
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.
Not certain from the listing — The underlying LLM and TTS/STT models are proprietary or undisclosed. The primary threat is prompt injection or adversarial audio inputs that could cause the agent to hallucinate, make non-compliant promises during debt collection, or leak system prompts.
Not certain from the listing — The agent must access sensitive customer databases, CRM records, and payment histories to conduct debt collection and insurance calls. Threats include unauthorized data exfiltration, SQL injection via voice-to-text transcription, and lack of data lineage for training/fine-tuning voice models.
Not certain from the listing — The orchestration framework manages call state machines and tool execution (e.g., scheduling, updating CRM status). Threats include insecure tool integration with telephony APIs (SIP/VoIP) and memory poisoning where malicious user input during a call alters the agent's behavior in subsequent steps.
Not certain from the listing — The hosting environment, telephony infrastructure, and API secrets management are undisclosed. Threats include SIP trunk hijacking, unauthorized API access to telephony providers, and lack of network segmentation between the voice processing servers and internal databases.
Not certain from the listing — While the listing claims to ensure compliance, the specific real-time guardrails, transcription logging, and drift detection mechanisms are not detailed. Gaps here could lead to undetected compliance violations (e.g., FDCPA or TCPA breaches) during live calls.
Not certain from the listing — Operating in highly regulated sectors (Finance, Healthcare, Insurance) requires strict compliance (HIPAA, PCI-DSS, FDCPA, TCPA). Although 'compliance' is mentioned, specific certifications (SOC2, ISO 27001) and access control policies are not verified in the listing.
Not certain from the listing — There is no mention of multi-agent orchestration or marketplace integrations. The primary risk is limited to single-agent interactions with human customers and internal enterprise APIs.
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.