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What is AI Posture Intelligence?

Learn how Tumeryk helps organizations discover AI usage, identify Shadow AI, assess risk, and maintain visibility into their enterprise AI posture.

AI Posture Intelligence is a core capability of the Tumeryk platform that helps organizations understand where AI is being used, what AI assets exist, who is using them, and what risks they introduce.

As enterprise AI adoption expands, organizations may use a growing combination of AI models, applications, copilots, third-party AI services, and autonomous agents. Some of this usage may occur outside established security and governance processes, creating visibility gaps commonly associated with Shadow AI.

Tumeryk helps organizations discover and maintain an inventory of AI across their environment, including:

  • AI models and applications
  • AI tools and services
  • Copilots and autonomous agents
  • Ownership and usage information
  • Access patterns and associated risk signals

This provides security, risk, and governance teams with a centralized view of the organization’s AI footprint instead of relying on fragmented or manually maintained inventories.

AI Posture Intelligence goes beyond discovery. Tumeryk can perform automated red teaming and validation to identify vulnerabilities and weaknesses within AI systems and applications. Testing can evaluate risks such as prompt injection, sensitive-information disclosure, hallucination, unsafe behavior, privacy leakage, and other AI-specific failure modes.

The resulting technical evidence helps organizations understand and prioritize their AI risk posture, including which AI assets or applications may require further investigation, remediation, additional controls, or continuous monitoring.

Because AI environments can change as new models, tools, agents, users, and configurations are introduced, Tumeryk is designed to support continuous visibility and assessment rather than treating AI inventory and risk assessment as one-time exercises.

AI Posture Intelligence forms the Discover and Assess foundation of Tumeryk’s broader Discover → Assess → Secure → Govern lifecycle, helping enterprises establish visibility before applying security controls and continuous governance.