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Visito — agentic threat model

9.1AIVSS 9.1 · Critical

Visito presents a moderate-to-high risk profile due to its integration with Property Management Systems (PMS) and public-facing messaging channels (WhatsApp, Instagram), which exposes guest PII and booking transactions to potential prompt injection and unauthorized data access.

OWASP AIVSS score rationale

AIVSS = (CVSS_Base + AARS) × Mitigation_Factor, where AARS = (10 − CVSS_Base) × (Factor_Sum / 10) × ThM
CVSS base 8.2AARS uplift 0.85Factor sum 4.5/10Threat ×1.05Mitigation ×1.0
Autonomy of Action
0.70
Goal-Driven Planning
0.50
Self-Modification
0.00
Dynamic Tool Use
0.60
Persistent Memory
0.60
Contextual Awareness
0.70
Dynamic Identity
0.20
Multi-Agent Interactions
0.10
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 utilizes commercial LLMs via API. Key threats include prompt injection attacks that bypass hotel policies, leading to misaligned outputs, reputational damage, or social engineering of guests.

L2 · Data Operations⚠ not certain from listing

Not certain from the listing — processes guest PII and booking details from Property Management Systems (PMS) and CRMs. Threats include unauthorized data exfiltration via conversational interfaces and potential knowledge-base poisoning of hotel FAQs.

L3 · Agent Frameworks⚠ not certain from listing

Not certain from the listing — orchestrates booking flows and messaging channels. Threats include insecure tool integration with PMS APIs, where malicious inputs could trigger unauthorized booking modifications or cancellations.

L4 · Deployment & Infrastructure⚠ not certain from listing

Not certain from the listing — deployed as a cloud platform with web, iOS, and Android access for staff. Threats include exposure of sensitive API keys (Meta/WhatsApp, PMS) and unauthorized access to the staff management dashboard.

L5 · Evaluation & Observability⚠ not certain from listing

Not certain from the listing — no explicit mention of guardrails or real-time monitoring. Threats include conversational drift, undetected prompt injections, and lack of audit logs for automated booking actions.

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

Not certain from the listing — handles guest PII and booking transactions but lacks explicit compliance certifications (e.g., GDPR, PCI-DSS). Threats include regulatory non-compliance and insufficient access controls for hotel staff.

L7 · Agent Ecosystem⚠ not certain from listing

Not certain from the listing — operates within a closed loop of messaging platforms and PMS. Threats include third-party API failures (WhatsApp/Meta outages) or upstream vulnerabilities in the PMS ecosystem.

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