Capalyze — agentic threat model
Capalyze presents a moderate-to-high risk profile due to its ability to link multiple business data sources, crawl the live web, and directly edit spreadsheets, which could be exploited for data exfiltration or SSRF if prompt injection occurs.
OWASP AIVSS score rationale
| Autonomy of Action | 0.60 | |
| Goal-Driven Planning | 0.50 | |
| Self-Modification | 0.10 | |
| Dynamic Tool Use | 0.70 | |
| Persistent Memory | 0.40 | |
| Contextual Awareness | 0.60 | |
| 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.
Not certain from the listing — The underlying foundation model is unspecified. Threats include adversarial prompt injection that could manipulate data analysis outputs or bypass safety guardrails to exfiltrate linked data.
The agent links multiple external data sources and crawls network data. This introduces significant risks of data poisoning from untrusted web sources, unauthorized data exfiltration of sensitive business databases, and lack of data lineage tracking.
The agent framework orchestrates spreadsheet editing and web crawling tools. Insecure tool integration could allow an attacker to execute malicious formulas/macros within spreadsheets or perform Server-Side Request Forgery (SSRF) via the crawler.
Not certain from the listing — The hosting environment and sandboxing capabilities are unknown. A key threat is sandbox escape from the spreadsheet editing environment or lateral movement from the network crawler container.
Not certain from the listing — There is no mention of evaluation, logging, or observability guardrails. This creates blind spots regarding unauthorized data access or malicious spreadsheet modifications made by the agent.
Not certain from the listing — No security compliance standards (e.g., SOC2, GDPR) or access control policies are detailed. The primary threat is unauthorized access to linked data silos due to weak authentication or lack of tenant isolation.
Not certain from the listing — Multi-agent interactions are not explicitly mentioned. However, breaking data silos across multiple business domains increases the blast radius of a single compromised integration.
MAESTRO — the 7-layer agentic threat-modeling framework (Cloud Security Alliance / Ken Huang).