Pitch Deck Agent — agentic threat model
The Pitch Deck Agent poses moderate security risks primarily centered on the confidentiality of sensitive startup IP and business plans. Its integration of web-based market research and file generation (PPTX/PDF) introduces vectors for prompt injection and server-side vulnerabilities, requiring robust input sanitization and secure document rendering.
OWASP AIVSS score rationale
| Autonomy of Action | 0.30 | |
| Goal-Driven Planning | 0.40 | |
| Self-Modification | 0.00 | |
| Dynamic Tool Use | 0.30 | |
| Persistent Memory | 0.20 | |
| Contextual Awareness | 0.50 | |
| Dynamic Identity | 0.00 | |
| Multi-Agent Interactions | 0.00 | |
| Non-Determinism | 0.60 | |
| 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 — likely utilizes commercial LLMs for text generation and layout planning. Vulnerable to prompt injection via user Q&A or market research data, which could lead to misaligned, inappropriate, or biased slide content.
Not certain from the listing — processes user-provided startup details and external market research data. Vulnerable to data exfiltration of sensitive pre-funding IP, and potential data poisoning if external market research sources are manipulated.
Not certain from the listing — orchestrates Q&A, research, and slide generation. Vulnerable to insecure tool integration (e.g., file generation libraries for PPTX/PDF) and prompt injection via the market research tool.
Not certain from the listing — hosts the web application and file generation services. Vulnerable to server-side request forgery (SSRF) during market research or container compromise during PDF/PPTX rendering.
Not certain from the listing — no mention of continuous monitoring, guardrails, or evaluation frameworks to detect drift or malicious inputs.
Not certain from the listing — closed-source, freemium tool with no explicit compliance certifications (like SOC2) or data privacy guarantees for sensitive startup business plans.
Not certain from the listing — operates as a standalone vertical agent with no explicit multi-agent or marketplace interactions.
MAESTRO — the 7-layer agentic threat-modeling framework (Cloud Security Alliance / Ken Huang).