CISO Tribune

Vendor comparison · 2 companies

Bay vs Reco

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. Reco sells the Reco Platform, which gives security teams visibility into their entire third-party ecosystem so they can discover risks, prioritize what matters, and fix it. CISO Tribune files both under 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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  • Bay
  • Reco
Bay vs Reco: 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.ioRecoReco sells the Reco Platform, which gives security teams visibility into their entire third-party ecosystem so they can discover risks, prioritize what matters, and fix it.reco.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.
  • Reco Platform[1][5]A connected platform that combines agent runtime, agent security and agent governance with shared app and identity context.
  • Agent Runtime[1]Monitors agent activity and responds to threats as prompts and actions occur.
  • Agent Security[1]Discovers, assigns ownership to, and secures connected AI agents.
  • Agent Governance[1]Provides a view of an organization's agent ecosystem and lets teams govern it.
  • Application Discovery[9]Discovers applications in use and maps their connections.
  • Identity & Access GovernanceControls which identities can access which applications and data.
Categories
Headquarters
Not stated on its pagesNot stated on its pages
Founded
Not stated on its pagesNot stated on its pages
Ownership and funding
Not stated on its pagesPrivately held[4]
Named customers
Not stated on its pagesNot stated on its pages
Recent news
Not stated on its pages
  • September 29, 2026Reco said it raised $55 million, building on the $30 million Series B it announced in February.[16]
  • July 29, 2026Reco announced an expansion of AI Runtime in its platform, adding browser-based enforcement, real-time prompt analysis and blocking, and automated remediation.[3]
G2 and Gartner Peer Insights
  • G2: Not stated on its pages
  • Gartner Peer Insights: Not stated on its pages
  • G2: listed, seen November 10, 2026[4]
  • Gartner Peer Insights: Not stated on its pages
Who it fits
Not written yetFrom its own pages, Reco describes the Reco Platform as giving security teams visibility into their entire third-party ecosystem. Reco describes its security as built for the enterprise. On deployment, Reco supports enforcement through app-native hooks and endpoint controls, using either a customer's own gateway or the gateway from Reco.
Last verified
November 5, 2026October 7, 2026

Where they overlap

  • AI model and agent security is the primary category of both Bay and Reco.

Where they differ, field by field

  • Bay is also filed under Endpoint management and application control and Workforce AI usage security. Reco is also filed under AI governance, SaaS security posture and Non-human identity security.
  • Bay lists Bay, Lighthouse and Wave. Reco lists Reco Platform, Agent Runtime, Agent Security, Agent Governance, Application Discovery and 1 more.
  • Reco is privately held.

How they differ

CISO Tribune files both Bay and Reco under AI model and agent security as their primary category, though their other filings differ. Bay is an AI agent security platform covering agents on devices, in browsers and in cloud workloads, and it returns allow, ask, steer or block decisions on agent actions at runtime. Bay deploys through an existing MDM or EDR using Wave, an ephemeral binary, and it does not require a proxy. Its Lighthouse system drafts policy from an organization's own agent activity, and Bay replays 30 days of agent history before enforcement.

Reco sells the Reco Platform, which combines agent runtime, agent security and agent governance with shared app and identity context. Reco enforces through app-native hooks and endpoint controls, using either the customer's gateway or the gateway from Reco. Reco discovers agents across Copilot, ChatGPT, Claude, Agentforce, Make, n8n, and custom integrations. Both companies cover personal AI accounts: Bay tells corporate AI accounts from personal ones, and Reco detects personal ChatGPT or Claude accounts used for work.

On funding, Bay is a Series A stage company, and its enterprise customers include Micron Technology, Peloton and ClickUp. Reco is privately held, and on September 29, 2026 it said it raised $55 million, building on the $30 million Series B it announced in February. On July 29, 2026, Reco announced an expansion of AI Runtime adding browser-based enforcement, real-time prompt analysis and blocking, and automated remediation.

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.

Questions about Bay and Reco

What do Bay and Reco sell?
Bay sells Bay, Lighthouse and Wave. Reco sells Reco Platform, Agent Runtime, Agent Security, Agent Governance, Application Discovery and 1 more.
Are Bay and Reco in the same category?
Yes. AI model and agent security is the primary category of both on CISO Tribune.
Who owns Bay and Reco?
Reco is privately held.
Who are Bay and Reco sold to?
From its own pages, Reco describes the Reco Platform as giving security teams visibility into their entire third-party ecosystem.
What have Bay and Reco announced recently?
September 29, 2026: Reco said it raised $55 million, building on the $30 million Series B it announced in February.

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

Reco full record

  1. [1]reco.aiReco · reco.ai · undated page, accessed October 7, 2026 · Tier A
  2. [2]NewsroomReco · reco.ai · undated page, accessed October 7, 2026 · Tier A
  3. [3]Reco enhances AI Runtime with browser-based AI security and automated remediationHelp Net Security · published July 29, 2026 · Tier B
  4. [4]Reco Reviews 2026: Details, Pricing, & Features | G2G2 · undated page, accessed October 31, 2026 · Tier C
  5. [5]Reco Platform: Secure Every App, Identity, and AI AgentReco · undated page, accessed November 10, 2026 · Tier A
  6. [6]AI Agent Security Platform | RecoReco · undated page, accessed November 10, 2026 · Tier A
  7. [7]AI Agent Security: Discover & Control Every AI AgentReco · undated page, accessed November 10, 2026 · Tier A
  8. [8]Reco AI Agent Runtime: Control Every Agent ActionReco · undated page, accessed November 10, 2026 · Tier A
  9. [9]AI-Powered Identity Access Governance | Secure SaaS at ScaleReco · undated page, accessed November 10, 2026 · Tier A
  10. [10]SaaS Security Posture Management – Continuous SSPM+ CoverageReco · undated page, accessed November 10, 2026 · Tier A
  11. [11]Continuous SaaS Compliance Monitoring & Coverage | RecoReco · undated page, accessed November 10, 2026 · Tier A
  12. [12]AI Governance & Security for SaaS ComplianceReco · undated page, accessed November 10, 2026 · Tier A
  13. [13]Generative AI Discovery for Shadow Tools, Agents & Data RisksReco · undated page, accessed November 10, 2026 · Tier A
  14. [14]SaaS App Factory™: Secure AI Agents & SaaS AppsReco · undated page, accessed November 10, 2026 · Tier A
  15. [15]SaaS Security Automation with AI AgentsReco · undated page, accessed November 10, 2026 · Tier A
  16. [16]Reco raises $55M as AI agent security startups crowd the market | TechCrunchTechCrunch · published September 29, 2026 · Tier B

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