CalypsoAI vs HiddenLayer
Compare security AI Tools
10% Similar based on 1 shared tag
C
CalypsoAI
Enterprise AI security that defends prompts and outputs in real time, red teams LLM applications, and provides centralized policy controls for using AI safely across apps agents and data.
Pricing Contact sales
Category security
Difficulty Beginner
Type Web App
Status Active
H
HiddenLayer
Enterprise platform for AI security across the model lifecycle, covering supply chain risk, runtime defense, posture management and automated red teaming.
Pricing By quote
Category security
Difficulty Beginner
Type Web App
Status Active
Feature Tags Comparison
Only in CalypsoAI
guardrailsred-teamcompliancesiemsoar
Shared
ai-security
Only in HiddenLayer
model-protectionposturered-teamingenterprise
Key Features
CalypsoAI
- • Real time defense: Inspect prompts and outputs to stop data leakage jailbreaks and harmful content before reaching users
- • Outcome analysis: Explain guardrail decisions to analysts so tuning remains transparent and fast during incidents
- • Red teaming: Continuously exercise models apps and agents to uncover bypasses and prioritize mitigations with evidence
- • Central policy: Apply rules across vendors models and apps with a control plane that integrates to SIEM and SOAR
- • Audit trails: Log prompts responses and actions with metadata to support compliance and forensic investigations
- • Model agnostic: Protect hosted SaaS and self hosted models to future proof guardrails as model portfolios evolve
HiddenLayer
- • 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
Use Cases
CalypsoAI
- → LLM guardrails: Enforce policies that prevent PII exfiltration IP leakage and unsafe actions in chat apps and copilots
- → Agent safety: Inspect tool calls and outputs to block risky actions in autonomous or semi autonomous workflows
- → Content safety: Filter toxic or disallowed material for consumer facing experiences and community platforms
- → Regulatory readiness: Produce logs and reports that map to AI safety policies and data protection frameworks
- → Incident response: Route alerts to SIEM or SOAR and provide evidence packages for faster triage and learning
- → Vendor neutrality: Secure multiple model providers under one policy framework to avoid lock in and gaps
HiddenLayer
- → 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
Perfect For
CalypsoAI
CISO offices ML platform teams risk leaders and product security groups that need centralized AI guardrails red teaming and auditability to deploy AI safely at scale
HiddenLayer
CISOs SOC leaders ML platform owners and compliance officers scaling AI in regulated or high risk environments
Capabilities
CalypsoAI
Real Time Guardrails Enterprise
Continuous Red Teaming Enterprise
Central Policy Plane Enterprise
Outcome Analysis Professional
HiddenLayer
Supply chain and assets Professional
Runtime monitoring Professional
Posture management Intermediate
Automated red teaming Intermediate
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