CISO Tribune

Vendor comparison · 2 companies

Aurascape vs HiddenLayer

Aurascape secures employee AI use, helps teams build agents safely, and protects AI agents running in production with real-time visibility, policy enforcement, and data protection. HiddenLayer sells AI security that analyzes AI applications, models, and assets, identifies their risks, and protects them as teams build. CISO Tribune files both under AI firewalls and guardrails. This page sets the two records side by side: what each sells, where it is based, who owns and funds it, the customers it names and its recent news, each fact numbered to its source.

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  • Aurascape
  • HiddenLayer
Aurascape vs HiddenLayer: Products, Customers and Funding Compared
AurascapeAurascape secures employee AI use, helps teams build agents safely, and protects AI agents running in production with real-time visibility, policy enforcement, and data protection.aurascape.aiHiddenLayerHiddenLayer sells AI security that analyzes AI applications, models, and assets, identifies their risks, and protects them as teams build.hiddenlayer.com
What it sells
  • Auri[3]Gives every department role-based access to AI insights.
  • Model Scanning[1][4][6]Scans third-party and proprietary machine learning models to detect hidden risks.
  • Red Teaming[1][6][10]Runs continuous testing intended to identify threats early and validate AI defenses.
  • AI Guardrails[1][11]Applies policy-based controls intended to prevent misuse, data leakage and adversarial attacks on AI systems.
  • Agentic and MCP Protection[1][4][5][6]Monitors autonomous AI agents and MCP connections and is intended to guard against rogue behavior.
Categories
Headquarters
Santa Clara, United States[2]Austin, United States[2]
Founded
Not stated on its pages2022[2]
Ownership and funding
Privately held[3][5]Privately held[3]
Named customers
Not stated on its pagesNot stated on its pages
Recent news
  • August 3, 2026Aurascape appointed Jim Walsh as Chief Revenue Officer.[8]
  • March 17, 2026Aurascape announced an expansion of its AI security platform aimed at helping organizations adopt AI agents securely.[9]
  • August 12, 2026HiddenLayer announced the appointment of Mike Gesnaldo as Chief Revenue Officer.[14]
G2 and Gartner Peer Insights
  • G2: Not stated on its pages
  • Gartner Peer Insights: Not stated on its pages
  • G2: Not stated on its pages
  • Gartner Peer Insights: Not stated on its pages
Who it fits
Aurascape directs its governance offering to governance, security, and compliance teams. Aurascape names legal, compliance, HR, data owners, and business units as teams that hold decision rights over how AI is used. Aurascape sells to organizations that build and operate AI agents and applications. One named customer type is a credit union that aligned its security program with NCUA AI guidance.HiddenLayer describes securing AI used for fraud detection, trading, compliance, and customer engagement. HiddenLayer offers protection of agentic, generative, and predictive AI systems for mission assurance. HiddenLayer describes deployment through APIs, gateways, SDKs, or lightweight on-device integrations.
Last verified
September 27, 2026November 2, 2026

Where they overlap

  • Aurascape and HiddenLayer are both filed under AI firewalls and guardrails.
  • Both are headquartered in the United States.
  • Both are privately held.

Where they differ, field by field

  • Aurascape's primary category is Workforce AI usage security; HiddenLayer's is AI model and agent security.
  • Aurascape lists Auri. HiddenLayer lists Model Scanning, Red Teaming, AI Guardrails and Agentic and MCP Protection.
  • Aurascape is headquartered in Santa Clara, United States. HiddenLayer is headquartered in Austin, United States.
  • HiddenLayer was founded in 2022.

Questions about Aurascape and HiddenLayer

What do Aurascape and HiddenLayer sell?
Aurascape sells Auri. HiddenLayer sells Model Scanning, Red Teaming, AI Guardrails and Agentic and MCP Protection.
Are Aurascape and HiddenLayer in the same category?
They share AI firewalls and guardrails. Aurascape's primary category is Workforce AI usage security and HiddenLayer's is AI model and agent security.
Where are Aurascape and HiddenLayer headquartered?
Aurascape is headquartered in Santa Clara, United States. HiddenLayer is headquartered in Austin, United States.
When were Aurascape and HiddenLayer founded?
HiddenLayer was founded in 2022.
Who owns Aurascape and HiddenLayer?
Aurascape is privately held. HiddenLayer is privately held.
Who are Aurascape and HiddenLayer sold to?
Aurascape directs its governance offering to governance, security, and compliance teams. HiddenLayer describes securing AI used for fraud detection, trading, compliance, and customer engagement.
What have Aurascape and HiddenLayer announced recently?
August 3, 2026: Aurascape appointed Jim Walsh as Chief Revenue Officer. August 12, 2026: HiddenLayer announced the appointment of Mike Gesnaldo as Chief Revenue Officer.

About Aurascape

Aurascape secures employee AI use, helps teams build agents safely, and protects AI agents running in production with real-time visibility, policy enforcement, and data protection. Aurascape gives enterprises real-time visibility, classification, and control over every AI interaction. Aurascape provides inline visibility and control across AI apps, MCP tools, and custom agents. Aurascape secures both AI consumption and AI development on one platform.[1]

Aurascape says AI has embedded itself into everyday tools, workflows, and decisions, often beyond the reach of traditional security. Aurascape says employees use AI apps and agents daily, sometimes in personal accounts. Aurascape describes itself as a new kind of security company built from the ground up to detect, analyze, and control how AI is used across the enterprise.[1][4][10]

On the employee-use side, Aurascape secures employee AI use across apps, browsers, copilots, and agents. Aurascape applies usage policies based on application risk, user role, and intent. Aurascape automatically discovers new AI traffic, decodes the application for conversation visibility, and applies appropriate policy based on risk analysis. Aurascape enforces which apps, tenants, licenses, and models can be used with enterprise data. Aurascape can block or redirect risky actions before they complete. Aurascape tells the user why they were blocked, provides guidance on safer actions, and can give users the option to request limited-time-exceptions.[1][7][11]

For data protection, Aurascape classifies and fingerprints sensitive data in real time. Aurascape inspects full prompts and responses to stop risky behavior before it leads to exposure or threat insertion. Aurascape includes classification for hundreds of data types, including industry-specific IP, compliance-sensitive terms, and proprietary assets. Aurascape analyzes every AI prompt and response to detect risks like phishing, social engineering, and malicious code generation. Aurascape detects and controls risky movement of confidential data, source code, credentials, customer information, and regulated data through AI.[7]

For copilots and coding assistants, Aurascape prepares Microsoft 365 Copilot and embedded SaaS AI by finding overshared data, risky access, and governance gaps before rollout. Aurascape supports a readiness assessment that detects overshared files, tags sensitive content in repositories, and identifies where permissions should be tightened. Aurascape evaluates intent, access, and data flow in real time to enforce usage policies automatically. Aurascape enables unlearning by removing content from memory and visibility when sensitive data is exposed. Aurascape governs AI coding assistants with controls for code, secrets, commands, licenses, models, and tools.[7]

For teams that build AI, Aurascape helps organizations securely build and operate AI agents and applications. Aurascape maps every MCP server, tool connection, and data flow across an agentic environment. Aurascape tests AI agents and applications for prompt injection, data leakage, and policy violations before they reach production. Aurascape governs all MCP activity with the Zero-Bypass MCP Gateway. Aurascape governs agents as they move from conversation to action, including MCP activity, tool use, delegated permissions, and risky actions.[1][7]

On governance and evidence, Aurascape preserves audit-ready records of who used AI, what tool was used, what data was involved, which policy applied, what action was allowed, coached, or blocked, and what the AI or agent did next. Aurascape Auri gives every department secure, role-based access to AI insights. Aurascape says security owns global control, while legal, compliance, HR, data owners, and business units all hold decision rights over how AI is used in their domains.[7]

Aurascape enforces enterprise accounts, blocks unsanctioned apps, and governs functions within AI apps.[1][4][6][7][10]

Aurascape on the record

Sources

Aurascape full record

  1. [1]Aurascape | The AI Security CompanyAurascape · undated page, accessed September 27, 2026 · Tier A
  2. [2]Aurascape launches from stealth with 50m in funding and an ai native security platform to enable businesses to innovate fearlesAurascape · aurascape.ai · published April 8, 2025 · Tier A
  3. [3]Product - Aurascape, Inc.Aurascape · undated page, accessed October 23, 2026 · Tier A
  4. [4]Case Study: How The Police Credit Union Safely Embraced AI with AurascapeAurascape · undated page, accessed October 23, 2026 · Tier A
  5. [5]Gartner Hype Cycle for AI Governance Technologies, 2026Aurascape · undated page, accessed October 23, 2026 · Tier A
  6. [6]The Police Credit Union AI Compliance Case Study | AurascapeAurascape · undated page, accessed October 23, 2026 · Tier A
  7. [7]AI Governance and Compliance Platform | AurascapeAurascape · undated page, accessed October 23, 2026 · Tier A
  8. [8]Aurascape Names Jim Walsh Chief Revenue Officer as Enterprise Demand for AI Security AcceleratesBusiness Wire · published August 3, 2026 · Tier A
  9. [9]Aurascape Unveils New Zero-Bypass MCP Gateway and Expands AI Security Platform for Enterprise Agents and Custom AI ApplicationsBusiness Wire · published March 17, 2026 · Tier A
  10. [10]Aurascape | The AI Security CompanyAurascape · undated page, accessed November 10, 2026 · Tier A
  11. [11]Frictionless AI Security | Aurascape Next-Gen AI ProtectionAurascape · undated page, accessed November 10, 2026 · Tier A

HiddenLayer full record

  1. [1]HiddenLayer | Total AI SecurityHiddenLayer · undated page, accessed September 27, 2026 · Tier A
  2. [2]Hiddenlayer launches the first security solution to protect ai powered products 301587864HiddenLayer via PR Newswire · prnewswire.com · published July 19, 2022 · Tier A
  3. [3]Hiddenlayer 100m series b ai securityHiddenLayer · hiddenlayer.com · undated page, accessed September 27, 2026 · Tier A
  4. [4]Application Developers | HiddenLayerHiddenLayer · undated page, accessed November 10, 2026 · Tier A
  5. [5]AI Runtime Security | HiddenLayerHiddenLayer · undated page, accessed November 10, 2026 · Tier A
  6. [6]Platform | HiddenLayerHiddenLayer · undated page, accessed November 10, 2026 · Tier A
  7. [7]AI Discovery | HiddenLayerHiddenLayer · undated page, accessed November 10, 2026 · Tier A
  8. [8]AI Supply Chain Security | HiddenLayerHiddenLayer · undated page, accessed November 10, 2026 · Tier A
  9. [9]AI Attack Simulation | HiddenLayerHiddenLayer · undated page, accessed November 10, 2026 · Tier A
  10. [10]CISO | HiddenLayerHiddenLayer · undated page, accessed November 10, 2026 · Tier A
  11. [11]AI Guardrails | HiddenLayerHiddenLayer · undated page, accessed November 10, 2026 · Tier A
  12. [12]Services | HiddenLayerHiddenLayer · undated page, accessed November 10, 2026 · Tier A
  13. [13]Financial Services | HiddenLayerHiddenLayer · undated page, accessed November 10, 2026 · Tier A
  14. [14]HiddenLayer Appoints Mike Gesnaldo as Chief Revenue OfficerHiddenLayer · published August 12, 2026 · Tier A

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