AI Discovery | HiddenLayer
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Discovering AI Assets for Enterprises Around the World
AI Is Everywhere - But Most Organizations Can’t See It
Shadow AI
Teams deploy models, agents, and APIs without governance — creating hidden security and compliance risk.
Decentralized Ownership
Models live across cloud services, repos, endpoints, and business units, making inventory nearly impossible.
No Standardized Tracking
Spreadsheets and manual audits can’t keep up with AI’s rapid adoption, tool sprawl, and experimentation.
Automated AI Asset Detection
Scan cloud accounts, repos, endpoints, and pipelines to detect every model and associated agent.
Ownership & Risk Classification
Automatically associate AI assets with owners, business units, sensitivity, and risk levels.
AI Inventory That Updates Itself
A living, always-current map of all AI activity in the enterprise, continuously refreshed.
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Automated Multi-Cloud Discovery
Scan AWS, Azure, GCP, VMs, containers, and APIs for AI assets.
Model Lineage
Identify where models come from, including origin and licensing.
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Shadow AI Detection
Surface unofficial models, agents, and API integrations.
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Compliance Mapping
Align AI assets with NIST, OWASP, and ATLAS frameworks.
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Owner & Risk Metadata
Auto-assign labels like “critical,” “sensitive,” “regulated,” or “third-party.”
"As enterprises embrace AI, security can’t be an afterthought. HiddenLayer makes it possible for CISOs to lead with confidence and keep innovation secure."
Tomas Maldonado
CISO, NFL
"Securing AI requires protection across the entire lifecycle. HiddenLayer delivers end-to-end visibility and defense so CISOs can safeguard AI at every stage."
Jerry Davis
Founder, Gryphon X
"Strong governance is critical as AI becomes embedded across enterprises. HiddenLayer provides the comprehensive framework needed to manage risk and align AI adoption with visibility, compliance, and accountability."
Gary McAlum
Prior CISO, AIG
"The integrity of AI systems is as critical as the integrity of our software supply chains. If we can't secure the building blocks of AI, we risk exposing enterprises to new classes of attack. HiddenLayer is tackling this problem at its root, delivering the protections the world needs most."
Thomas Pace
Co-Founder & CEO, NetRise
"AI introduces risks that traditional cybersecurity tools weren't built to handle. HiddenLayer's comprehensive platform consolidates what CISOs need to manage and defend the critical AI tools that enable the business."
Timothy Youngblood
CISO in Residence, Astrix Security
"AI security demands purpose-built technology and trusted partners to counter AI attack vectors. HiddenLayer arms CISOs with a comprehensive platform to identify and manage AI-specific risks, enabling organizations to innovate with confidence and at the speed of modern business."
Josh Lemos
CISO, GitLab
"One of the elements that impresses me about HiddenLayer is the elegance of their technology. Their non-invasive AIDR solution provides robust, real-time protection against adversarial attacks without ever needing to access a customer's sensitive data or proprietary models. This is a game-changer for enterprises in regulated industries like finance and healthcare, as well as federal agencies, where data privacy is paramount."
Doug Merritt Chairman
CEO & President at Aviatrix and prior CEO at Splunk