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Delegate — agentic threat model

7.4AIVSS 7.4 · High

Delegate presents a high-risk profile due to its deep integration into sales, support, and product tools and its access to all customer data, though its 'Human In the Loop' feature provides a critical safety valve against fully autonomous damage.

OWASP AIVSS score rationale

AIVSS = (CVSS_Base + AARS) × Mitigation_Factor, where AARS = (10 − CVSS_Base) × (Factor_Sum / 10) × ThM
CVSS base 8.5AARS uplift 0.78Factor sum 5.2/10Threat ×1.0Mitigation ×0.8
Autonomy of Action
0.60
Goal-Driven Planning
0.70
Self-Modification
0.10
Dynamic Tool Use
0.80
Persistent Memory
0.60
Contextual Awareness
0.80
Dynamic Identity
0.30
Multi-Agent Interactions
0.20
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 customer communication and proprietary ML models for churn prediction. Primary threats include prompt injection leading to unauthorized tool execution or misaligned customer interactions.

L2 · Data Operations⚠ not certain from listing

Not certain from the listing — ingests and analyzes 'all your customer data' from sales, support, and product tools. This creates a highly attractive target for data exfiltration, and poses a risk of data poisoning if malicious customer inputs are ingested into its analysis pipeline.

L3 · Agent Frameworks⚠ not certain from listing

Not certain from the listing — orchestrates multi-step workflows to predict, prioritize, and execute customer success actions. Insecure tool integration with connected sales and support platforms could allow an attacker to trigger unauthorized actions.

L4 · Deployment & Infrastructure⚠ not certain from listing

Not certain from the listing — hosted as a closed-source SaaS. The primary infrastructure risk is the secure storage and handling of API credentials/tokens for the integrated third-party sales, support, and product tools.

L5 · Evaluation & Observability✓ mapped

Features 'Agent Analytics' and 'Human In the Loop' capabilities, which provide explicit mechanisms for monitoring agent decisions and requiring human approval before executing critical customer-facing actions.

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

Not certain from the listing — handles highly sensitive customer and sales data across multiple enterprise systems, but the listing does not specify compliance certifications (such as SOC2 or GDPR alignment) or authorization policies.

L7 · Agent Ecosystem⚠ not certain from listing

Not certain from the listing — operates as a horizontal agent interacting with external APIs of sales, support, and product tools. Risks include cascading failures or API rate-limiting if downstream systems experience disruptions.

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