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Lucy — agentic threat model

8.6AIVSS 8.6 · High

Lucy presents a moderate-to-high risk profile due to its deep integration with sensitive CRM contact data, MLS listings, and transaction forms, combined with its ability to generate public-facing marketing content and client communications.

OWASP AIVSS score rationale

AIVSS = (CVSS_Base + AARS) × Mitigation_Factor, where AARS = (10 − CVSS_Base) × (Factor_Sum / 10) × ThM
CVSS base 7.5AARS uplift 1.05Factor sum 4.2/10Threat ×1.0Mitigation ×1.0
Autonomy of Action
0.50
Goal-Driven Planning
0.40
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
0.50

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 for text generation and form interpretation. Threats include prompt injection leading to unauthorized data access or generation of malicious marketing content.

L2 · Data Operations✓ mapped

Integrates MLS data, CRM contacts, listings, and branding. Threats include RAG/data poisoning of MLS or CRM data, leading to incorrect CMAs or exfiltration of sensitive client PII.

L3 · Agent Frameworks✓ mapped

Orchestrates tasks like generating websites, social posts, and email campaigns. Threats include insecure tool integration (e.g., CRM write access) and prompt injection bypassing safety filters to send spam.

L4 · Deployment & Infrastructure⚠ not certain from listing

Not certain from the listing — embedded within Rechat's Super App. Threats include container compromise or API key exposure for MLS/CRM integrations.

L5 · Evaluation & Observability⚠ not certain from listing

Not certain from the listing — no details on guardrails or monitoring. Threats include drift in form interpretation accuracy or undetected prompt injection attacks.

L6 · Security & Compliance (cross-cutting)✓ mapped

Handles sensitive client PII (CRM) and financial/transaction forms. Compliance risks include GDPR/CCPA violations if client data is processed without consent or leaked.

L7 · Agent Ecosystem⚠ not certain from listing

Not certain from the listing — operates primarily as a single-agent assistant within Rechat. Threats include potential future integration with external real estate APIs or third-party marketing tools.

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.