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Dialoft AI — agentic threat model

9.3AIVSS 9.3 · Critical

Dialoft AI presents a moderate-to-high agentic risk due to its integration with telephony systems and CRMs, enabling automated outbound calling and data modification. A compromise could lead to automated vishing campaigns, PII exfiltration, and unauthorized CRM tampering.

OWASP AIVSS score rationale

AIVSS = (CVSS_Base + AARS) × Mitigation_Factor, where AARS = (10 − CVSS_Base) × (Factor_Sum / 10) × ThM
CVSS base 8.5AARS uplift 0.77Factor sum 4.9/10Threat ×1.05Mitigation ×1.0
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
0.60
Dynamic Identity
0.20
Multi-Agent Interactions
0.10
Non-Determinism
0.70
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.

L1 · Foundation Models⚠ not certain from listing

Not certain from the listing — likely utilizes third-party LLMs and TTS/STT engines. Primary threats include voice-based prompt injection (over-the-air injection by callers) and model hallucinations leading to incorrect commitments during live calls.

L2 · Data Operations⚠ not certain from listing

Not certain from the listing — processes uploaded contact lists and CRM data. Threats include unauthorized access to or exfiltration of customer PII, and data poisoning via malicious contact list uploads.

L3 · Agent Frameworks✓ mapped

Orchestrates voice interactions, CRM updates, and appointment scheduling. Threats include insecure tool integration with CRMs, where a caller manipulates the agent into executing unauthorized database writes or scheduling conflicts.

L4 · Deployment & Infrastructure⚠ not certain from listing

Not certain from the listing — operates as a cloud-hosted SaaS platform with telephony infrastructure. Threats include SIP/telephony trunk abuse, toll fraud, and unauthorized access to API keys used for CRM integrations.

L5 · Evaluation & Observability✓ mapped

Provides call summaries, sentiment analysis, and analytics. Threats include callers successfully social-engineering the agent while the agent's summary generation fails to flag the anomalous behavior, creating an observability blind spot.

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

Not certain from the listing — handles PII and automated outbound dialing, which subjects it to strict regulatory frameworks like TCPA, GDPR, and CCPA. No specific security certifications (e.g., SOC2) are detailed in the listing.

L7 · Agent Ecosystem⚠ not certain from listing

Not certain from the listing — primarily operates in a single-agent-to-human paradigm. The ecosystem risk is concentrated on the trust boundary between the voice agent and the connected CRM/scheduling APIs.

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