HiddenLayer
Enterprise platform for AI security across the model lifecycle, covering supply chain risk, runtime defense, posture management and automated red teaming.
Overview
HiddenLayer focuses exclusively on protecting AI systems in production. The platform inventories models and dependencies, monitors behavior at runtime, and correlates attacks across data, model and application layers so security teams can triage quickly. Posture management highlights risky configs, leaked keys or weak controls, while supply chain checks look for tampering in models and datasets.
Automated adversarial testing exercises prompts, inputs and environments to surface jailbreaks and extraction risks before release. Integrations route telemetry into existing SOC tools so AI threats are handled alongside endpoint and identity alerts. For regulated industries, HiddenLayer supports assessments and reporting to document control coverage for audits and vendor due diligence.
Licensing is enterprise focused and sold by quote, and the product is available through partner marketplaces for customers standardizing procurement. Organizations adopt it when AI usage expands beyond pilots and requires the same governance and response rigor as other critical workloads.
Key features
- Supply chain checks for models datasets and dependencies
- Runtime monitoring for adversarial inputs and abuse
- AI security posture management with policies and alerts
- Automated red teaming and jailbreak testing
- Dashboards and reports for audits and leadership
- Integrations with SOC tools and marketplaces
- Playbooks for response and hardening
- Expert research backing and threat intel
Best for
- Harden LLM apps against prompt injection
- Detect model abuse or extraction attempts
- Prove AI control coverage for audits
- Monitor third party model supply chain risk
- Run continuous adversarial tests pre release
- Consolidate AI telemetry into SIEM
- Standardize policies across business units
- Educate teams on safe model operations
Capabilities
Supply chain and assets
Build a unified view of models datasets and dependencies and flag tampering or risky baselines before release.
Runtime monitoring
Detect adversarial inputs and abuse patterns in production and trigger response playbooks.
Posture management
Enforce policies and surface misconfigurations keys and risky access across teams.
Automated red teaming
Continuously exercise prompts and environments to expose jailbreaks and leakage risks.
Frequently Asked Questions
How is HiddenLayer priced?
It is sold to enterprises by quote and is also available through partner marketplaces for standardized procurement.
Does it integrate with SOC tools?
Yes, telemetry and detections can flow into existing security consoles and workflows for unified response.
Can it help before launch?
Automated adversarial testing and posture checks surface weaknesses pre release to reduce incidents.
What compliance support exists?
Dashboards and reports help document controls and risk treatment for audits and due diligence.
Does it protect both predictive and generative AI?
The platform targets agentic generative and predictive applications across the lifecycle.
