AI Security Posture Management (AI-SPM)

Secure the Systems That Power Your AI

AI introduces new services, data flows, and automation patterns — and with them, new risk. Upwind gives you full visibility into how AI is adopted across your cloud, enforces posture controls that protect sensitive data, and stops misconfigurations that expose AI workloads to attackers.

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Trusted by hundreds of enterprises around the world

Discover & Secure Your AI Usage at Scale

See more customer feedback in our case studies →

Upwind helps us eliminate alert fatigue by providing us with information that is relevant and actionable in real-time.

Kurdeen Karim

Information Security and Privacy

With Upwind, we are able to identify any vulnerabilities and can prioritize them for remediation — helping us operate more efficiently and securely.

Sardorbek Pulatov

VP Engineering (Security)

Upwind’s ability to deeply prioritize risks and focus on what is critical has empowered our team with 7x faster time to remediation.

Michal Gorniak

Engineering Lead

Discover AI Usage Across Cloud & Applications

Identify every AI service and integration
Inventory models, inference APIs, MCP agents, and LLM calls across environments.
Uncover shadow AI
Detect unofficial or unmanaged AI adoption before risk grows.
Follow how AI decisions touch real resources
Trace access to data, secrets, and privileged operations.

Enforce AI Posture Guardrails

Ensure secure defaults for AI services
Catch risky configurations that expose models or data pipelines.
Protect sensitive data access
Validate least-privilege policies around training and inference data.
Apply policies consistently across clouds
Standardize AI usage controls as adoption scales.

Understand AI Component Relationships

Map AI communication flows
Visualize how agents, services, and workloads interact.
Identify unusual dependencies
Surface new connections that increase blast radius.
Reduce lateral-movement risk
Break attacker paths that run through automated AI actions.

Monitor AI Agent Activity at Runtime

Detect unexpected behaviors
Flag actions where auto-agents exceed intended scope.
Spot abuse of AI execution pathways
Prevent malicious use of automated workflows.
Improve detection fidelity
Validate threats via behavior, not static rules.

Secure AI Data & Secrets

Track exposure of sensitive AI datasets
Protect training inputs, proprietary models, and authentication keys.
Enforce proper boundaries for data flows
Stop leakage across apps, clouds, or external APIs.
Reduce compliance risk
Maintain AI data visibility aligned to regulatory frameworks.