CISO Tribune

Vendor comparison · 2 companies

Lakera vs Operant AI

Lakera sells AI Red Teaming, AI Agent Security and Workforce AI Security, which together help organizations secure employees, applications, and autonomous agents. Operant AI sells one platform covering Endpoints, Agents, MCPs, and AI applications. CISO Tribune files both under AI firewalls and guardrails and AI model and agent security. 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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  • Lakera
  • Operant AI
Lakera vs Operant AI: Products, Customers and Funding Compared
LakeraLakera sells AI Red Teaming, AI Agent Security and Workforce AI Security, which together help organizations secure employees, applications, and autonomous agents.lakera.aiOperant AIOperant AI sells one platform covering Endpoints, Agents, MCPs, and AI applications.operant.ai
What it sells
  • AI Red Teaming[1][5][6]A continuous workflow to evaluate, scan, and red team AI applications and agents.
  • 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
Zurich, Switzerland[2]San Francisco, United States[2]
Founded
2021[2]Not stated on its pages
Ownership and funding
Owned by Check Point Software Technologies since 2025[3][5]Privately held[1][3]
Named customers
Not stated on its pagesNot stated on its pages
Recent news
Not stated on its pages
  • 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
Lakera describes organizations that run AI across employees, applications, and autonomous agents as the audience for its three AI security products. Lakera positions AI Agent Security for organizations that build and deploy agents. Lakera Guard is sold for LLM applications.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
November 2, 2026September 27, 2026

Where they overlap

  • AI firewalls and guardrails is the primary category of both Lakera and Operant AI; both are also filed under AI model and agent security.

Where they differ, field by field

  • Lakera is also filed under Workforce AI usage security.
  • Lakera lists AI Red Teaming. Operant AI lists Operant Semantic Firewall and Agent Protector.
  • Lakera is headquartered in Zurich, Switzerland. Operant AI is headquartered in San Francisco, United States.
  • Lakera was founded in 2021.
  • Lakera is owned by Check Point Software Technologies, since 2025. Operant AI is privately held.

How they differ

CISO Tribune files both Lakera and Operant AI under AI firewalls and guardrails as the primary category, and under AI model and agent security. CISO Tribune also files Lakera under Workforce AI usage security. Lakera sells three products: AI Red Teaming, AI Agent Security and Workforce AI Security. Operant AI sells one platform covering Endpoints, Agents, MCPs, and AI applications, with products such as Operant Semantic Firewall, Agent Protector and Endpoint Protector.

The two overlap on agent protection: Lakera's AI Agent Security discovers AI agents and MCP-connected tools, and Operant AI's Agent Protector inventories agents in an organization's infrastructure. Lakera's AI Red Teaming tests with prompt injection, jailbreaks, tool exploitation, and multi-turn attacks. Operant AI's Woodpecker offers red teaming frameworks for K8s, APIs, and AI models and agents. Operant AI's Endpoint Protector discovers Shadow AI tools, coding agents, and MCP clients on employee devices, while Lakera's Workforce AI Security covers shadow AI across AI apps, browser extensions, desktop agents, IDEs, and MCP-connected tools.

Lakera is headquartered in Zurich, Switzerland, was founded in 2021, and has been owned by Check Point Software Technologies since 2025. Operant AI is headquartered in San Francisco, United States, and is privately held. Lakera names Dropbox as using AI Agent Security for its LLM-powered applications, and says it has partnered with Snyk on AI agent security research. Operant AI launched Operant Endpoint Protector on May 4, 2026, as an addition to its AI Defense Platform. Operant AI offers VPC, on-premise, and air-gapped deployments on its Enterprise plan.

What it sells: Lakera

What AI Red Teaming does[1][5][6]
AI Red Teaming tests with prompt injection, jailbreaks, tool exploitation, and multi-turn attacks against real systems. AI Red Teaming provides exploit validation, severity scoring, and remediation guidance. AI Red Teaming is available for text, audio, image, and multi-modal systems.

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 Lakera and Operant AI

What do Lakera and Operant AI sell?
Lakera sells AI Red Teaming. Operant AI sells Operant Semantic Firewall and Agent Protector.
Are Lakera and Operant AI in the same category?
Yes. AI firewalls and guardrails is the primary category of both on CISO Tribune.
Where are Lakera and Operant AI headquartered?
Lakera is headquartered in Zurich, Switzerland. Operant AI is headquartered in San Francisco, United States.
When were Lakera and Operant AI founded?
Lakera was founded in 2021.
Who owns Lakera and Operant AI?
Lakera is owned by Check Point Software Technologies, since 2025. Operant AI is privately held.
Who are Lakera and Operant AI sold to?
Lakera describes organizations that run AI across employees, applications, and autonomous agents as the audience for its three AI security products. 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 Lakera and Operant AI announced recently?
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 Lakera

Lakera sells AI Red Teaming, AI Agent Security and Workforce AI Security, which together help organizations secure employees, applications, and autonomous agents. Lakera states that its security prevents prompt injections, data leakage, and jailbreaks before they affect a business. Lakera directs its products at enterprise teams working with GenAI, agents, and MCPs. Lakera states that it is learning from 1M+ hackers around the world.[1][6][8]

AI Agent Security enforces security on every AI interaction an organization runs by inspecting what goes in, controlling what comes out, and governing what agents do. AI Agent Security provides visibility into agent usage and MCP-connected systems across an environment, including agents that teams did not explicitly build or register. AI Agent Security discovers AI agents and MCP-connected tools across an environment and identifies what data, APIs, and systems agents can access. Lakera says AI Agent Security protects agents across the full lifecycle, from discovery and risk assessment to runtime enforcement.[4][8]

AI Agent Security connects cloud, low-code, and custom environments. AI Agent Security assesses each agent based on its configuration, tools, data access, MCP servers, and autonomy. AI Agent Security enforces access controls and runtime guardrails to block threats, prevent data leakage, and govern live agent actions. AI Agent Security detects and blocks prompt attacks, data leakage, unsafe tool use, and unauthorized agent actions as agents operate. Lakera says AI Agent Security blocks indirect injection through connected tools before agents act on compromised instructions. AI Agent Security requires no changes to models or prompts. AI Agent Security extends the AI Defense Plane to the agents organizations build and deploy.[4][8]

AI Red Teaming gives teams a continuous workflow to evaluate, scan, and red team AI applications and agents. AI Red Teaming scoping maps AI architecture, workflows, tools, memory systems, and trust boundaries to build a targeted threat model and test plan. AI Red Teaming tests with prompt injection, jailbreaks, tool exploitation, and multi-turn attacks against real systems. AI Red Teaming provides exploit validation, severity scoring, and remediation guidance. AI Red Teaming is available for text, audio, image, and multi-modal systems. AI Red Teaming assessment covers goal hijacking, tool misuse, privilege escalation, indirect injection, and cascading failures. AI Red Teaming delivers validated vulnerabilities with reproduction steps, severity ratings, and affected workflows.[6]

Workforce AI Security discovers shadow AI, assesses risk, governs employee usage, and stops sensitive data exposure across AI apps, browser extensions, desktop agents, IDEs, and MCP-connected tools. Workforce AI Security covers the places employees prompt, paste, upload, and interact with AI day to day. Workforce AI Security extends visibility and policy enforcement from public chatbots to SaaS copilots to MCP-connected workflows. Workforce AI Security extends visibility into AI workflows where tools can access code, data, and enterprise systems.[1][7]

A Lakera report is based on a 30-day snapshot of production attack traffic observed by Lakera Guard. Lakera states that its security covers chatbots and audio bots across any model. Lakera states that policies can be customized to secure applications horizontally without changing code. Lakera describes Gandalf as an online game designed for learning about AI security.[1][10][11][12]

Dropbox uses AI Agent Security to help safeguard its LLM-powered applications. Lakera and Snyk have partnered on AI agent security research.[1][4][6][7][10]

Lakera on the record

Sources

Lakera full record

  1. [1]Lakera: The AI-Native Security Platform to Accelerate GenAILakera · undated page, accessed September 27, 2026 · Tier A
  2. [2]Check point acquires lakera to deliver end to end ai security for enterprisesCheck Point Software Technologies · checkpoint.com · published September 16, 2025 · Tier A
  3. [3]Check point software reports fourth quarter and 2025 full year resultsCheck Point Software Technologies · checkpoint.com · published February 12, 2026 · Tier A
  4. [4]AI Agent Security Overview | Check Point AI SecurityLakera documentation · undated page, accessed October 26, 2026 · Tier A
  5. [5]Workforce AI Security | Lakera, a Check Point CompanyLakera · undated page, accessed October 26, 2026 · Tier A
  6. [6]AI Red Teaming Services: Expert-led adversarial testingLakera · undated page, accessed October 26, 2026 · Tier A
  7. [7]AI Guardrails Dashboard | Check Point AI SecurityLakera documentation · undated page, accessed October 26, 2026 · Tier A
  8. [8]Secure AI Agents from Discovery to RuntimeLakera · undated page, accessed October 26, 2026 · Tier A
  9. [9]Lakera Launches Open-Source Security Benchmark for LLM Backends in AI AgentsBusiness Wire · published October 28, 2025 · Tier A
  10. [10]Product Peek: Introducing Lakera’s Advanced Content ModerationLakera · undated page, accessed November 10, 2026 · Tier A
  11. [11]Q4 2025 AI Agent Security TrendsLakera · undated page, accessed November 10, 2026 · Tier A
  12. [12]AI Security for Product Teams HandbookLakera · 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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