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Automation Anywhere — agentic threat model

9.4AIVSS 9.4 · Critical

Automation Anywhere's Agentic Process Automation (APA) platform presents a high-risk profile due to its deep integration with enterprise systems and high autonomy in executing multi-step tasks, which could lead to significant operational impact if compromised.

OWASP AIVSS score rationale

AIVSS = (CVSS_Base + AARS) × Mitigation_Factor, where AARS = (10 − CVSS_Base) × (Factor_Sum / 10) × ThM
CVSS base 8.5AARS uplift 0.95Factor sum 6.3/10Threat ×1.0Mitigation ×1.0
Autonomy of Action
0.80
Goal-Driven Planning
0.80
Self-Modification
0.20
Dynamic Tool Use
0.90
Persistent Memory
0.60
Contextual Awareness
0.70
Dynamic Identity
0.60
Multi-Agent Interactions
0.70
Non-Determinism
0.50
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 — The specific foundation models powering the APA platform are not disclosed, leaving potential exposure to model-specific vulnerabilities, adversarial prompts, or alignment issues unverified.

L2 · Data Operations⚠ not certain from listing

Not certain from the listing — Details regarding data ingestion, RAG architecture, vector databases, and data lineage controls are not specified in the public directory entry.

L3 · Agent Frameworks✓ mapped

As an Agentic Process Automation platform, the orchestration framework is central, introducing risks of tool misuse, insecure API integrations, and planning failures during multi-step enterprise task execution.

L4 · Deployment & Infrastructure⚠ not certain from listing

Not certain from the listing — The hosting environment (cloud vs. on-premise), sandboxing mechanisms for executing automated tasks, and secrets management protocols are not detailed.

L5 · Evaluation & Observability⚠ not certain from listing

Not certain from the listing — Built-in guardrails, real-time monitoring, and logging capabilities specific to the agentic decision-making processes are not described.

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

Not certain from the listing — While Automation Anywhere is an enterprise platform, the specific compliance certifications (e.g., SOC2, ISO) and identity/access management controls for this agentic platform are not explicitly cited in this listing.

L7 · Agent Ecosystem⚠ not certain from listing

Not certain from the listing — The extent of multi-agent coordination, agent-to-agent trust boundaries, and marketplace integrations is not fully defined in the brief description.

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