CISO Tribune

Vendor comparison · 2 companies

Bay vs JumpCloud

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. JumpCloud sells a cloud-based directory service that connects user identities to the systems, applications, and networks that need to be accessed. CISO Tribune files both under Endpoint management and application control. 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
  • JumpCloud
Bay vs JumpCloud: 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.ioJumpCloudJumpCloud sells a cloud-based directory service that connects user identities to the systems, applications, and networks that need to be accessed.jumpcloud.com
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.
  • Unified Endpoint ManagementUnified Endpoint Management manages desktop and mobile devices from one console.
  • Cloud LDAP[4][13]Cloud LDAP servers are self-supported and maintained by JumpCloud.
  • Apple MDM[11]JumpCloud's Apple MDM keeps Apple devices and their users secure.
Categories
Headquarters
Not stated on its pagesDenver, United States[3]
Founded
Not stated on its pages2012[3]
Ownership and funding
Not stated on its pagesNot stated on its pages
Named customers
Not stated on its pagesNot stated on its pages
Recent news
Not stated on its pages
  • October 28, 2026JumpCloud announced new features that build security compliance into daily IT work across users, devices, and AI agents.[17]
  • September 10, 2026JumpCloud extended its Agentic IAM offering with new controls aimed at autonomous AI agents.[5]
  • June 22, 2026JumpCloud appointed Tracy Knox to its board of directors, where she will chair the Audit Committee.[14]
  • March 2, 2026JumpCloud appointed Roland Palmer as Chief Information Security Officer and Vice President of Security.[16]
  • January 8, 2026JumpCloud announced it has acquired MacSolution, described as the largest managed service provider of JumpCloud in the Americas.[15]
G2 and Gartner Peer Insights
  • G2: Not stated on its pages
  • Gartner Peer Insights: Not stated on its pages
  • G2: listed, seen November 3, 2026[6]
  • Gartner Peer Insights: Not stated on its pages
Who it fits
Not written yetFrom its own pages, the company lists Financial Services as an industry. It also lists Healthcare as an industry. Its use case list includes Modernize Active Directory.
Last verified
November 5, 2026November 9, 2026

Where they overlap

  • Bay and JumpCloud are both filed under Endpoint management and application control.

Where they differ, field by field

  • Bay's primary category is AI model and agent security; JumpCloud's is Workforce IAM and SSO.
  • Bay is also filed under Workforce AI usage security.
  • Bay lists Bay, Lighthouse and Wave. JumpCloud lists Unified Endpoint Management, Cloud LDAP and Apple MDM.
  • JumpCloud is headquartered in Denver, United States.
  • JumpCloud was founded in 2012.

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: JumpCloud

What Unified Endpoint Management does
JumpCloud Unified Endpoint Management manages macOS, Windows, Linux, iOS/iPadOS and Android devices. It integrates security, identity, authentication, and remote access and control into a single console. Admins can define and apply similar policies across different OS platforms from a central location.
What Cloud LDAP does[4][13]
JumpCloud's Cloud LDAP servers are self-supported and maintained. The offering is OpenLDAP RFC 2307-compliant and encrypted by LDAPS and Start TLS. Multi-factor authentication can be required upon entry to LDAP resources.
What Apple MDM does[11]
JumpCloud's Apple MDM ensures Apple devices and their users remain secure, with the right permissions and settings, no matter where they operate. JumpCloud integrates directly with an Apple Business Manager or Apple School Manager account.

Questions about Bay and JumpCloud

What do Bay and JumpCloud sell?
Bay sells Bay, Lighthouse and Wave. JumpCloud sells Unified Endpoint Management, Cloud LDAP and Apple MDM.
Are Bay and JumpCloud in the same category?
They share Endpoint management and application control. Bay's primary category is AI model and agent security and JumpCloud's is Workforce IAM and SSO.
Where are Bay and JumpCloud headquartered?
JumpCloud is headquartered in Denver, United States.
When were Bay and JumpCloud founded?
JumpCloud was founded in 2012.
Who are Bay and JumpCloud sold to?
From its own pages, the company lists Financial Services as an industry.
What have Bay and JumpCloud announced recently?
October 28, 2026: JumpCloud announced new features that build security compliance into daily IT work across users, devices, and AI agents.

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

JumpCloud full record

  1. [1]jumpcloud.comJumpCloud · jumpcloud.com · undated page, accessed September 27, 2026 · Tier A
  2. [2]PressJumpCloud · jumpcloud.com · undated page, accessed September 27, 2026 · Tier A
  3. [3]H.I.G. Growth Partners Invests in JumpCloud $100M Series E FinancingJumpCloud via Business Wire · businesswire.com · published January 12, 2021 · Tier A
  4. [4]JumpCloud: Unified Platform for Identity, Access, & DevicesJumpCloud · undated page, accessed October 25, 2026 · Tier A
  5. [5]JumpCloud extends Agentic IAM with new controls for autonomous AI agentsSiliconANGLE · published September 10, 2026 · Tier B
  6. [6]JumpCloud Reviews 2026: Details, Pricing, & Features - G2G2 · undated page, accessed October 25, 2026 · Tier C
  7. [7]JumpCloud TrustJumpCloud · undated page, accessed November 3, 2026 · Tier A
  8. [8]Why Organizations Choose JumpCloud’s Unified PlatformJumpCloud · undated page, accessed November 3, 2026 · Tier A
  9. [9]Pricing - JumpCloudJumpCloud · undated page, accessed November 3, 2026 · Tier A
  10. [10]Unified Endpoint Management Solution - JumpCloudJumpCloud · undated page, accessed November 3, 2026 · Tier A
  11. [11]Apple MDM - JumpCloudJumpCloud · undated page, accessed November 3, 2026 · Tier A
  12. [12]Windows Management - JumpCloudJumpCloud · undated page, accessed November 3, 2026 · Tier A
  13. [13]Cloud LDAP - All of The Benefits, None of the Hassle - JumpCloudJumpCloud · undated page, accessed November 3, 2026 · Tier A
  14. [14]JumpCloud Appoints Seasoned Financial Leader Tracy Knox to Board of DirectorsJumpCloud · published June 22, 2026 · Tier A
  15. [15]JumpCloud Acquires MacSolution to Shape New Enterprise Future in BrazilJumpCloud · published January 8, 2026 · Tier A
  16. [16]JumpCloud Names Roland Palmer as CISO to Lead Global Security StrategyJumpCloud · published March 2, 2026 · Tier A
  17. [17]JumpCloud Makes Continuous Compliance Easier in the Agentic EraJumpCloud · published October 28, 2026 · Tier A

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