AIBound provides a control plane that discovers, maps, and mitigates high‑risk AI within enterprises. It continuously inventories shadow AI applications, identifies the identities and data they can access, scores their risk from A to F, and automatically blocks dangerous models in real time, enabling security teams to safely accelerate AI adoption.
Funding
Funding not disclosed
Founders
Product
Problem
Enterprises increasingly adopt AI applications, agents, and models across endpoints, networks, and cloud environments, often without visibility into their presence, identities, data access, or compliance risk. This “shadow AI” creates blind spots that can lead to data exposure, regulatory violations, and uncontrolled high‑risk AI behavior.
Solution
AIBound provides a control‑plane platform that continuously discovers every AI app, agent, model, and managed‑cloud‑process (MCP) as soon as it appears in an organization’s environment. The platform maps each AI’s identities, the sensitive data and systems it can reach, and assigns an explainable risk score from A to F based on potential impact. High‑risk AI instances are automatically blocked in real time, preventing data exfiltration or compliance breaches while preserving legitimate AI usage. All findings are presented in an auditable inventory and risk dashboard that integrates with existing security and governance tools, enabling security teams to monitor, report, and remediate AI risk at scale.
Target Audience
Primary customers are enterprise security and compliance teams—including CISOs, security architects, and incident responders—who need to manage AI risk across large, distributed organizations.
Features
- Automated discovery of shadow AI across endpoint, network, and cloud layers with no additional agents
- Identity exposure mapping that reveals which user or service accounts each AI operates under
- Data‑connection mapping to show which sensitive datasets and systems each AI can access
- Risk scoring engine (A–F) that evaluates potential impact, compliance exposure, and privilege misuse
- Real‑time enforcement that automatically blocks AI instances flagged as high risk
- Centralized, read‑only inventory and dashboard with audit‑ready reports for regulators and board reviews
- Integration hooks for SIEM, SOAR, and governance platforms to extend existing security workflows