AgentiveAI — agentic threat model
AgentiveAI presents a moderate-to-high risk profile due to its integration with sensitive financial auditing workflows and spreadsheet editing capabilities. While its 'traceability' feature mitigates some opacity risks, unauthorized tool execution or data exfiltration of audit evidence remains a critical concern.
OWASP AIVSS score rationale
| Autonomy of Action | 0.50 | |
| Goal-Driven Planning | 0.60 | |
| Self-Modification | 0.10 | |
| Dynamic Tool Use | 0.70 | |
| Persistent Memory | 0.40 | |
| Contextual Awareness | 0.70 | |
| Dynamic Identity | 0.20 | |
| Multi-Agent Interactions | 0.10 | |
| Non-Determinism | 0.50 | |
| Opacity & Reflexivity | 0.40 |
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.
Uses LLMs specifically trained for accounting and audit use cases. Threats include adversarial prompt injection to manipulate audit conclusions, model reprogramming, and potential data poisoning of the specialized training set.
Processes highly sensitive financial documents, spreadsheets, and audit evidence. Primary threats include data exfiltration of confidential financial data, knowledge-base poisoning of RAG sources, and lineage gaps in evidence examination.
Orchestrates automated task performance, spreadsheet editing, and document viewing. Threats include tool misuse (e.g., unauthorized modification of financial spreadsheets) and insecure tool integration within the browser environment.
Not certain from the listing — details about hosting, sandboxing of the in-browser spreadsheet editor and document viewer, or secrets management are not specified.
Features 'traceability of AI-generated data' which directly addresses observability and auditability, but risks of evaluation gaming or insufficient logging of automated procedures still exist.
Not certain from the listing — while the financial auditing domain demands strict compliance (e.g., SOC 2, GDPR), specific security controls, identity management, or regulatory alignments are not detailed.
Not certain from the listing — there is no mention of multi-agent coordination, marketplace interactions, or external agent-to-agent communication.
MAESTRO — the 7-layer agentic threat-modeling framework (Cloud Security Alliance / Ken Huang).