CISO Tribune

Vendor comparison · 2 companies

Bay vs Jazz

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. Jazz traces activity across four dimensions of context: data, systems, people and business. CISO Tribune files both under 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
  • Jazz
Bay vs Jazz: 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.ioJazzJazz traces activity across four dimensions of context: data, systems, people and business.jazz.security
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.
  • DetectionAn AI forensic endpoint agent captures data-handling actions on the endpoint.
  • Prevention[1][4]Jazz gives nudges, requests justifications and applies precise blocks when needed.
Categories
Headquarters
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Founded
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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
  • March 10, 2026Jazz emerged from stealth and announced $61 million in seed and Series A financing led by Glilot Capital Partners and Team8.[13]
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 yetNot written yet
Last verified
November 5, 2026November 9, 2026

Where they overlap

  • Bay and Jazz are both filed under Workforce AI usage security.

Where they differ, field by field

  • Bay's primary category is AI model and agent security; Jazz's is Data loss prevention.
  • Bay is also filed under Endpoint management and application control. Jazz is also filed under Insider risk management.
  • Bay lists Bay, Lighthouse and Wave. Jazz lists Detection and Prevention.

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: Jazz

What Detection does
Jazz's AI forensic endpoint agent captures every meaningful data-handling action on the endpoint. Jazz stores forensic data in an encrypted, rolling buffer on the endpoint. The agent streams lightweight metadata about data movements to the Jazz cloud.
What Prevention does[1][4]
Jazz gives nudges, requests justifications and applies precise blocks when needed. Jazz asks the user for a quick explanation when an action is unexpected or potentially risky. Jazz flags highly sensitive actions to a manager or security analyst before allowing them.

Questions about Bay and Jazz

What do Bay and Jazz sell?
Bay sells Bay, Lighthouse and Wave. Jazz sells Detection and Prevention.
Are Bay and Jazz in the same category?
They share Workforce AI usage security. Bay's primary category is AI model and agent security and Jazz's is Data loss prevention.
What have Bay and Jazz announced recently?
March 10, 2026: Jazz emerged from stealth and announced $61 million in seed and Series A financing led by Glilot Capital Partners and Team8.

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

Jazz full record

  1. [1]jazz.securityJazz · jazz.security · undated page, accessed November 9, 2026 · Tier A
  2. [2]Jazz | About UsJazz · undated page, accessed November 10, 2026 · Tier A
  3. [3]Jazz | AI Investigation PlatformJazz · undated page, accessed November 10, 2026 · Tier A
  4. [4]Jazz | Time For the New Era of DLPJazz · undated page, accessed November 10, 2026 · Tier A
  5. [5]Jazz | Detection: AI Forensic Endpoint Agent for Data SecurityJazz · undated page, accessed November 10, 2026 · Tier A
  6. [6]SOC 2 compliance checklist: what auditors sampleJazz · published October 23, 2026 · Tier A
  7. [7]Jazz | UCLA Anderson School of Management Customer StoryJazz · undated page, accessed November 10, 2026 · Tier A
  8. [8]Jazz | Lemonade Insurance Customer StoryJazz · undated page, accessed November 10, 2026 · Tier A
  9. [9]Jazz | Data Posture Management & Risk MappingJazz · undated page, accessed November 10, 2026 · Tier A
  10. [10]Jazz | DLP Prevention: Surgical Data Loss ControlsJazz · undated page, accessed November 10, 2026 · Tier A
  11. [11]Jazz | University of Health Sciences and Pharmacy (UHSP) Customer StoryJazz · undated page, accessed November 10, 2026 · Tier A
  12. [12]Jazz | AlphaSense Customer StoryJazz · undated page, accessed November 10, 2026 · Tier A
  13. [13]Israeli AI data loss prevention co Jazz raises $61mGlobes · published March 10, 2026 · Tier B

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