CISO Tribune

Vendor comparison · 2 companies

Bay vs Lakera

Bay is an AI agent security platform that gives enterprises visibility into every agent across devices, browsers and cloud workloads, and control over what those agents do in real time. Lakera sells AI Red Teaming, AI Agent Security and Workforce AI Security, which together help organizations secure employees, applications, and autonomous agents. CISO Tribune files both under AI model and agent security and Workforce AI usage 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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  • Bay
  • Lakera
Bay vs Lakera: Products, Customers and Funding Compared
BayBay is an AI agent security platform that gives enterprises visibility into every agent across devices, browsers and cloud workloads, and control over what those agents do in real time.bay.ioLakeraLakera sells AI Red Teaming, AI Agent Security and Workforce AI Security, which together help organizations secure employees, applications, and autonomous agents.lakera.ai
What it sells
  • Bay[1][2][3][4][5][6][7][8][9]Bay is an AI agent security platform covering agents on devices, in browsers and in cloud workloads. Bay returns allow, ask, steer or block decisions on agent actions at runtime.
  • Lighthouse[6]Lighthouse is Bay's embedded agentic system that drafts policy from an organization's own agent activity.
  • Wave[3]Wave is the ephemeral binary Bay uses to deploy through an existing MDM or EDR.
  • AI Red Teaming[1][5][6]A continuous workflow to evaluate, scan, and red team AI applications and agents.
Categories
Headquarters
Not stated on its pagesZurich, Switzerland[2]
Founded
Not stated on its pages2021[2]
Ownership and funding
Not stated on its pagesOwned by Check Point Software Technologies since 2025[3][5]
Named customers
Not stated on its pagesNot stated on its pages
Recent news
Not stated on its pagesNot stated on its pages
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
Not written yetLakera 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.
Last verified
November 5, 2026November 2, 2026

Where they overlap

  • Bay and Lakera are both filed under AI model and agent security and Workforce AI usage security.

Where they differ, field by field

  • Bay's primary category is AI model and agent security; Lakera's is AI firewalls and guardrails.
  • Bay is also filed under Endpoint management and application control.
  • Bay lists Bay, Lighthouse and Wave. Lakera lists AI Red Teaming.
  • Lakera is headquartered in Zurich, Switzerland.
  • Lakera was founded in 2021.
  • Lakera is owned by Check Point Software Technologies, since 2025.

What it sells: Bay

What Bay does[1][2][3][4][5][6][7][8][9]
Bay maps every agent, MCP server, extension, model and skill on devices on its first scan. Bay builds a contextual entity graph of the users, MCP servers, SaaS apps and access connected to each agent. Bay deploys with one script through an existing MDM and does not require a proxy. Bay keeps full transcripts of prompts, actions and MCP calls.
What Lighthouse does[6]
Lighthouse drafts policy from an organization's own agent activity. Users answer 7 questions about risk appetite, and Lighthouse recommends a setting for each question and builds the policy. Bay replays 30 days of agent history to show what a policy would do before enforcement.
What Wave does[3]
Bay is agentless and deploys through an existing MDM or EDR using Wave, an ephemeral binary. There is no persistent agent to maintain and no proxy in the path.

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.

Questions about Bay and Lakera

What do Bay and Lakera sell?
Bay sells Bay, Lighthouse and Wave. Lakera sells AI Red Teaming.
Are Bay and Lakera in the same category?
They share AI model and agent security and Workforce AI usage security. Bay's primary category is AI model and agent security and Lakera's is AI firewalls and guardrails.
Where are Bay and Lakera headquartered?
Lakera is headquartered in Zurich, Switzerland.
When were Bay and Lakera founded?
Lakera was founded in 2021.
Who owns Bay and Lakera?
Lakera is owned by Check Point Software Technologies, since 2025.
Who are Bay and Lakera sold to?
Lakera describes organizations that run AI across employees, applications, and autonomous agents as the audience for its three AI security products.

About Bay

Bay is an AI agent security platform that gives enterprises visibility into every agent across devices, browsers and cloud workloads, and control over what those agents do in real time. Bay describes AI endpoint security as protection for the AI agents, coding assistants and MCP servers running on employee devices. Bay was founded by three engineers who spent their careers in endpoint and API security. Bay is a Series A stage company.[2][3]

Teams run agents like Claude Code, Codex, Gemini CLI and GitHub Copilot in clusters, cloud workspaces and hosted sessions.[5]

Bay finds and maps agents first. On the first scan, Bay maps every agent, MCP server, extension, model and skill on devices, including ones nobody approved. Bay finds every agent, extension, CLI tool, MCP server, skill and model on employee devices. Bay builds a contextual entity graph of how everything connects: the user behind each agent, the MCP servers and SaaS apps it touches, and the access it holds. Bay scans every agent, package, extension, MCP server and skill for malicious indicators before approval. In the browser, Bay brings shadow AI into view, covering chatbots, extensions and embedded SaaS agents. In cloud environments, Bay discovers agents across virtual machines, Kubernetes, Coder workspaces and hosted sessions.[1][3][5][6][7]

Lighthouse, Bay's embedded agentic system, drafts policy from an organization's own agent activity. Users answer 7 questions about risk appetite, and Lighthouse recommends a setting for each question and builds the policy. Policies can be scoped by IdP group, device or runtime, and can set which MCP servers can read or write. Before enforcement, Bay replays 30 days of agent history to show what a policy would do before any user is affected. Bay also lets teams run any policy in simulation mode to see what it would allow, ask or block. At runtime, Bay enforces guardrails inline with the agentic action and returns allow, ask, steer or block in milliseconds. Bay can also prevent prompt injection attempts at runtime.[6]

Bay keeps records of agent activity. Bay keeps full transcripts of prompts, actions and MCP calls, traceable to the person behind each session. A metadata-only mode in Bay keeps prompts on the device when they must not leave it. Bay ties every prompt and agent action to a real identity, corporate or personal. Bay logs every policy change and agent action with who approved it and whether a person or an agent took it. Every decision in Bay is logged against the policy behind it, ready for auditors. Bay connects to an identity provider, so every policy applies to the right people and groups.[5][6][7][8]

Bay also checks configuration. Bay checks how every agent and AI tool is set up, across devices and cloud workloads, so risky settings can be fixed before an agent puts them to use. Bay spots bypass-permissions mode, sandboxes switched off and unrestricted tool access, rates how serious each one is and shows how to fix it. Bay finds the credentials, tokens and secrets that agents and MCP servers can read.[9]

Bay deploys with one script through an existing MDM and does not require a proxy to route traffic through. Bay deploys through an existing MDM or EDR using Wave, an ephemeral binary, so there is no persistent agent to maintain. Bay tells corporate AI accounts from personal ones, including in personal Chrome profiles. Bay's enterprise customers include Micron Technology, Peloton and ClickUp.[1][2][3][6][7][8]

Bay on the record

Sources

Bay full record

  1. [1]bay.ioBay · bay.io · undated page, accessed November 5, 2026 · Tier A
  2. [2]Security Researcher — Careers at BayBay · undated page, accessed November 10, 2026 · Tier A
  3. [3]AI Endpoint Security — BayBay · undated page, accessed November 10, 2026 · Tier A
  4. [4]About — BayBay · undated page, accessed November 10, 2026 · Tier A
  5. [5]Cloud Workspaces — BayBay · undated page, accessed November 10, 2026 · Tier A
  6. [6]Platform — BayBay · undated page, accessed November 10, 2026 · Tier A
  7. [7]Browser — BayBay · undated page, accessed November 10, 2026 · Tier A
  8. [8]AI Governance & Compliance — BayBay · undated page, accessed November 10, 2026 · Tier A
  9. [9]AI Security Posture — BayBay · undated page, accessed November 10, 2026 · Tier A

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

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