Auralis AI — agentic threat model
Auralis AI presents a moderate-to-high risk profile due to its direct integration with CRMs and customer-facing autonomy, where prompt injection could lead to unauthorized data modification or PII exfiltration.
OWASP AIVSS score rationale
| Autonomy of Action | 0.70 | |
| Goal-Driven Planning | 0.50 | |
| Self-Modification | 0.10 | |
| Dynamic Tool Use | 0.60 | |
| Persistent Memory | 0.50 | |
| Contextual Awareness | 0.70 | |
| Dynamic Identity | 0.20 | |
| Multi-Agent Interactions | 0.10 | |
| Non-Determinism | 0.60 | |
| Opacity & Reflexivity | 0.60 |
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 — likely utilizes commercial LLMs to achieve its multilingual capabilities. Primary threats include prompt injection leading to toxic outputs or system instruction override.
Not certain from the listing — relies heavily on CRM data and customer interaction history. Threats include unauthorized PII exfiltration and data poisoning via malicious CRM records.
Not certain from the listing — orchestrates customer service workflows and CRM tool calls. Threats include insecure tool integration with CRM APIs and lack of input validation before executing database updates.
Not certain from the listing — hosted as a closed-source SaaS platform. Threats include exposure of CRM API keys, insecure credential storage, and lack of tenant isolation.
Not certain from the listing — no explicit mention of guardrails or monitoring tools. Gaps here could lead to undetected prompt injections or drift in customer interaction quality.
Not certain from the listing — despite handling sensitive CRM and customer PII, no compliance certifications (such as SOC2, GDPR, or HIPAA) are explicitly stated.
Not certain from the listing — primarily acts as a standalone customer service agent integrated with a CRM, with no explicit multi-agent or marketplace interactions.
MAESTRO — the 7-layer agentic threat-modeling framework (Cloud Security Alliance / Ken Huang).