Uplodio — agentic threat model

Not certain from the listing — likely relies on commercial LLMs for generating outreach and conducting negotiations. The primary threat is indirect prompt injection, where a creator's email response manipulates the model's instructions during negotiation.

Not certain from the listing — processes creator data and syncs with CRM systems. Risks include data exfiltration of CRM contacts and database poisoning if malicious creator profiles are ingested.

Orchestrates multi-step workflows including creator search, email dispatch, negotiation, and CRM updates. Vulnerable to insecure tool execution if the CRM or email APIs lack strict input validation and rate limiting.

Not certain from the listing — deployed as a closed-source SaaS. Risks involve the exposure of sensitive API keys (CRM, email service providers) and potential host compromise if the infrastructure is not hardened.

Not certain from the listing — no mention of monitoring or guardrails. Without strict observability, the agent could autonomously agree to unfavorable negotiation terms or send damaging emails without detection.

Not certain from the listing — no compliance certifications (e.g., SOC2, GDPR) are specified. Lack of access controls could allow unauthorized users to trigger bulk outreach campaigns or access integrated CRM data.

Interacts directly with external human creators (and potentially their automated email assistants). This introduces risks of agent-to-agent manipulation, spam loops, and reputational damage within the influencer ecosystem.