Trelica — agentic threat model
Trelica acts as a highly privileged orchestrator across an organization's entire SaaS ecosystem, making its compromise a catastrophic single point of failure with extensive access to sensitive corporate data and administrative APIs.
OWASP AIVSS score rationale
| Autonomy of Action | 0.60 | |
| Goal-Driven Planning | 0.40 | |
| Self-Modification | 0.10 | |
| Dynamic Tool Use | 0.80 | |
| Persistent Memory | 0.70 | |
| Contextual Awareness | 0.60 | |
| Dynamic Identity | 0.80 | |
| Multi-Agent Interactions | 0.20 | |
| Non-Determinism | 0.30 | |
| Opacity & Reflexivity | 0.30 |
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 — Trelica's primary function is SaaS management; if it utilizes LLMs for natural language querying or categorization, those models are susceptible to prompt injection and misaligned outputs, though no specific LLM integration is detailed.
Not certain from the listing — The platform ingests massive amounts of SaaS metadata, user identities, and financial records. Key threats include data exfiltration of sensitive SaaS usage data and potential poisoning of discovery logs to hide shadow IT.
Not certain from the listing — If Trelica employs agentic workflows to automate IT tasks, insecure tool integration and unauthorized API execution across connected SaaS applications represent severe risks.
Not certain from the listing — Hosting a SaaS management platform requires robust secrets management to protect stored OAuth tokens and API keys for connected services, alongside secure sandboxing to prevent lateral movement.
Not certain from the listing — Comprehensive audit logging and anomaly detection are critical to monitor automated SaaS actions and detect unauthorized configuration changes, but specific observability guardrails are not described.
Not certain from the listing — Given its role in managing corporate SaaS, robust identity governance, role-based access control (RBAC), and compliance alignment are essential, though specific certifications are not listed.
Not certain from the listing — While Trelica integrates deeply with a vast ecosystem of third-party SaaS APIs, it is unclear if it supports direct agent-to-agent interactions or marketplace-based extensions.
MAESTRO — the 7-layer agentic threat-modeling framework (Cloud Security Alliance / Ken Huang).