CISO Tribune

Vendor comparison · 2 companies

Aurascape vs Operant AI

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. Operant AI sells one platform covering Endpoints, Agents, MCPs, and AI applications. 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
  • Operant AI
Aurascape vs Operant AI: 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.aiOperant AIOperant AI sells one platform covering Endpoints, Agents, MCPs, and AI applications.operant.ai
What it sells
  • Auri[3]Gives every department role-based access to AI insights.
  • Operant Semantic Firewall[1][7]Understands the intent behind every agent action and enforces an allow, block, or redact decision inline, in real time.
  • Agent Protector[1][5][6]Inventories all AI agents operating within an organization's infrastructure.
Categories
Headquarters
Santa Clara, United States[2]San Francisco, United States[2]
Founded
Not stated on its pagesNot stated on its pages
Ownership and funding
Privately held[3][5]Privately held[1][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]
  • May 4, 2026Operant AI launched Operant Endpoint Protector, a new addition to its AI Defense Platform for discovering and defending against threats across AI tools and coding agents.[4]
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.It describes plans for teams putting their first production AI into customers' hands and for companies running AI across teams and products with critical data and compliance requirements. Its pages say regulated and government deployments mostly use the VPC, on-premise, or air-gapped options on the Enterprise plan. Workloads it covers range from coding agents on employee laptops to cloud agents across any infra.
Last verified
September 27, 2026September 27, 2026

Where they overlap

  • Aurascape and Operant AI 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; Operant AI's is AI firewalls and guardrails.
  • Operant AI is also filed under AI model and agent security.
  • Aurascape lists Auri. Operant AI lists Operant Semantic Firewall and Agent Protector.
  • Aurascape is headquartered in Santa Clara, United States. Operant AI is headquartered in San Francisco, United States.

What it sells: Operant AI

What Operant Semantic Firewall does[1][7]
Operant Semantic Firewall holds an agent to its assigned purpose across the whole session, catching drift from manipulation or its own initiative. Operant can redact the sensitive part of an action and let the agent keep working within scope, instead of killing the workflow.
What Agent Protector does[1][5][6]
Agent Protector covers managed agents deployed through official channels and unmanaged agents running in cloud environments, SaaS platforms, and development tools. Agent Protector analyzes agent behavior patterns to identify and prevent security threats before they execute.

Questions about Aurascape and Operant AI

What do Aurascape and Operant AI sell?
Aurascape sells Auri. Operant AI sells Operant Semantic Firewall and Agent Protector.
Are Aurascape and Operant AI in the same category?
They share AI firewalls and guardrails. Aurascape's primary category is Workforce AI usage security and Operant AI's is AI firewalls and guardrails.
Where are Aurascape and Operant AI headquartered?
Aurascape is headquartered in Santa Clara, United States. Operant AI is headquartered in San Francisco, United States.
Who owns Aurascape and Operant AI?
Aurascape is privately held. Operant AI is privately held.
Who are Aurascape and Operant AI sold to?
Aurascape directs its governance offering to governance, security, and compliance teams. It describes plans for teams putting their first production AI into customers' hands and for companies running AI across teams and products with critical data and compliance requirements.
What have Aurascape and Operant AI announced recently?
August 3, 2026: Aurascape appointed Jim Walsh as Chief Revenue Officer. May 4, 2026: Operant AI launched Operant Endpoint Protector, a new addition to its AI Defense Platform for discovering and defending against threats across AI tools and coding agents.

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

Operant AI full record

  1. [1]Operant AI - Secure Your AIOperant AI · undated page, accessed September 27, 2026 · Tier A
  2. [2]Operant ai launches agent protector the first real time agentic security solution enabling safe ai agent innovation at scaleOperant AI via GlobeNewswire · globenewswire.com · published February 5, 2026 · Tier A
  3. [3]Operant ai secures 10m series a to protect the modern cloud across apis applications and aiOperant AI via GlobeNewswire · globenewswire.com · published September 12, 2024 · Tier A
  4. [4]Operant AI Endpoint Protector secures AI agents and MCP toolsHelp Net Security · published May 4, 2026 · Tier B
  5. [5]Pricing - AI & Agent Security Platform | Operant AIOperant AI · undated page, accessed November 10, 2026 · Tier A
  6. [6]Agent Protector: Real-Time AI Agent Security | OperantOperant AI · undated page, accessed November 10, 2026 · Tier A
  7. [7]Operant Semantic Firewall | Govern AI Agents in Real TimeOperant AI · undated page, accessed November 10, 2026 · Tier A
  8. [8]Operant MCP GatewayOperant AI · undated page, accessed November 10, 2026 · Tier A
  9. [9]AI GatekeeperOperant AI · undated page, accessed November 10, 2026 · Tier A
  10. [10]AI Application SecurityOperant AI · undated page, accessed November 10, 2026 · Tier A
  11. [11]API & Cloud Protector | Real-Time API Security | Operant AIOperant AI · undated page, accessed November 10, 2026 · Tier A
  12. [12]Woodpecker: Open Source Red Teaming for AI, APIs & K8sOperant AI · undated page, accessed November 10, 2026 · Tier A
  13. [13]FAQsOperant AI · undated page, accessed November 10, 2026 · Tier A
  14. [14]Start Your Free 7-Day Trial | Operant AI Security PlatformOperant AI · undated page, accessed November 10, 2026 · Tier A

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