CISO Tribune

Vendor comparison · 2 companies

Reco vs Singulr

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. Singulr is a closed-loop control system that governs AI across the enterprise, from policy definition through runtime enforcement to adversarial defense. CISO Tribune files both under AI model and agent security and AI governance. 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.

Change the companies

Up to four companies side by side.

  • Reco
  • Singulr
Reco vs Singulr: Products, Customers and Funding Compared
RecoReco 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.aiSingulrSingulr is a closed-loop control system that governs AI across the enterprise, from policy definition through runtime enforcement to adversarial defense.singulr.ai
What it sells
  • 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.
  • Enterprise AI and Agentic Control Plane[5]A closed-loop control system that governs AI across the enterprise, from policy definition through runtime enforcement to adversarial defense.
  • Singulr Assurance™ LayerWraps the three runtime pillars, feeding context in and generating independent evidence out.
  • Singulr Pulse™Risk intelligence that scores discovered AI assets.
Categories
Headquarters
Not stated on its pagesPalo Alto, California, United States[3]
Founded
Not stated on its pagesNot stated on its pages
Ownership and funding
Privately held[4]Not stated on its pages
Named customers
Not stated on its pagesNot stated on its pages
Recent news
  • 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]
  • March 9, 2026Singulr AI launched Agent Pulse, extending its Unified AI Control Plane to autonomous AI agents and MCP servers.[2]
G2 and Gartner Peer Insights
  • G2: listed, seen November 10, 2026[4]
  • 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
From 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.Singulr addresses CISOs who need to protect against AI threats while enabling innovation. Singulr addresses CIOs who need to scale AI adoption while maintaining control. Singulr addresses privacy, risk, and compliance teams that enable rapid AI adoption with controls. Singulr aims to unite security, IT, privacy, compliance, and finance on one control system. Singulr states that Agent Pulse gives IT a single control plane to track agent usage, enforce standards, and measure adoption across the organization.
Last verified
October 7, 2026November 5, 2026

Where they overlap

  • Reco and Singulr are both filed under AI model and agent security and AI governance.

Where they differ, field by field

  • Reco's primary category is AI model and agent security; Singulr's is AI governance.
  • Reco is also filed under SaaS security posture and Non-human identity security. Singulr is also filed under Workforce AI usage security and Data loss prevention.
  • Reco lists Reco Platform, Agent Runtime, Agent Security, Agent Governance, Application Discovery and 1 more. Singulr lists Enterprise AI and Agentic Control Plane, Singulr Assurance™ Layer and Singulr Pulse™.
  • Singulr is headquartered in Palo Alto, California, United States.
  • Reco is privately held.

What it sells: Singulr

What Enterprise AI and Agentic Control Plane does[5]
Singulr Runtime Governance™ is one of three runtime pillars in the Singulr platform, encircled by the Singulr Assurance™ Layer. Singulr describes the control plane as built for enterprise AI across clouds, SaaS, agentic workflows, and every AI touchpoint in the organization.
What Singulr Assurance™ Layer does
The Singulr Assurance™ Layer wraps all three runtime pillars, feeding context in and generating independent evidence on the way out. Singulr discovery covers AI services, agents, MCP servers, embedded AI, in-house applications, locally installed tools, and browser extensions.
What Singulr Pulse™ does
Singulr Pulse™ scores each discovered asset based on configuration, behavior, vendor posture, data sensitivity, user count, and role exposure. Singulr Pulse™ maintains real-time profiles of millions of AI models, services, and MCP servers.

Questions about Reco and Singulr

What do Reco and Singulr sell?
Reco sells Reco Platform, Agent Runtime, Agent Security, Agent Governance, Application Discovery and 1 more. Singulr sells Enterprise AI and Agentic Control Plane, Singulr Assurance™ Layer and Singulr Pulse™.
Are Reco and Singulr in the same category?
They share AI model and agent security and AI governance. Reco's primary category is AI model and agent security and Singulr's is AI governance.
Where are Reco and Singulr headquartered?
Singulr is headquartered in Palo Alto, California, United States.
Who owns Reco and Singulr?
Reco is privately held.
Who are Reco and Singulr sold to?
From its own pages, Reco describes the Reco Platform as giving security teams visibility into their entire third-party ecosystem. Singulr addresses CISOs who need to protect against AI threats while enabling innovation.
What have Reco and Singulr announced recently?
September 29, 2026: Reco said it raised $55 million, building on the $30 million Series B it announced in February. March 9, 2026: Singulr AI launched Agent Pulse, extending its Unified AI Control Plane to autonomous AI agents and MCP servers.

About Reco

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. Reco says each agent brings connections to apps, to permissions and to other agents. The Reco Graph is a continuously updated knowledge graph that captures the full context of an organisation's third-party ecosystem. Reco shows who is acting across an ecosystem, including human users, service accounts, and AI agents. Reco shows how apps connect to each other and where data moves across the stack.[1][5][6]

Reco presents one live map of an entire third-party ecosystem: every agent, every app, every connection between them. Teams act on what the Reco Graph shows: they scope permissions, revoke stale access, and give every agent an owner and a lifecycle. Reco secures every prompt, action, and event in real time.[5][6]

Reco discovers and controls agents operating across an ecosystem, from Claude to Agentforce to custom agents. Reco automatically discovers agents across Copilot, ChatGPT, Claude, Agentforce, Make, n8n, and custom integrations. Reco maps agent identities, data permissions, SaaS-to-SaaS connections, and OAuth scopes in one unified view. Reco surfaces agents with excessive permissions, exposed credentials, or high-risk vendor connections for action. Teams can sanction approved agents, block unauthorized ones, and enforce least-privilege policies across the enterprise ecosystem. Teams can revoke excessive permissions, disable unauthorized agents, or trigger automated workflows through existing security tools. New agents are discovered automatically the moment they appear.[1][5][7]

Reco alerts on injection and jailbreak attempts as they happen, scored using the context the Reco Graph has about the agent behind them. Reco catches sensitive data on its way into models and agents, where it is classified, redacted, or blocked in real time. Reco applies policies to block, warn, redact, allow, or log every agent, tool, and action, based on a customer's own policies or the hundreds of out-of-the-box policies from Reco. Reco monitors and secures personal accounts and non-SSO AI apps, with copy-paste and file-upload guardrails applied by user, group, or device. When an agent goes rogue, Reco stops it with one action, without touching the network or the apps around it. Reco enforces through app-native hooks and endpoint controls, using either the customer's gateway or the gateway from Reco.[8][12]

Reco discovers and maps all agents, apps, shadow AI, shadow SaaS, and SaaS-to-SaaS tools, including their users, data, and toxic combinations. Reco maps every identity, minimizes every privilege, and maintains zero-trust access across all integrated agents and applications. Reco monitors accounts, permissions, and access patterns 24/7 without manual reviews. Reco uses AI-powered Identity Context Agent monitoring so that accounts stay secure and access privileges stay at a minimum. Identity Context Agent automatically analyzes user behavior patterns and provides business context for every identity decision in real time. The posture monitoring covers managed, shadow, AI-powered, and third-party apps. Reco automatically maps findings to SOC 2, ISO 27001, NIST, and 20+ other standards. For compliance monitoring, Reco maps findings to SOC 2, ISO 27001, GDPR, HIPAA, and other standards. Reco connects compliance findings to existing security tools for remediation workflows. Reco identifies and mitigates data exposure risks across an agent and app ecosystem.[7][9][10][11][13]

Generative AI Discovery is the automated process of identifying all GenAI applications and AI agents in use across an environment. Reco discovers every AI tool, agent, and copilot across an environment, even personal ChatGPT usage. Reco governs AI features embedded within existing SaaS applications, from Salesforce Einstein to Microsoft Copilot. Reco automatically classifies AI tools by risk level, data access, and business impact. Reco detects when employees use personal ChatGPT or Claude accounts for work. Reco monitors AI tool usage through web browsers and extensions. Reco tracks AI usage on mobile devices accessing corporate data. Reco maps what data flows to AI systems and which GenAI tools have access to sensitive information.[12][13]

Reco Library connects to hundreds of apps out of the box, from Slack to Salesforce. Reco connects to 290+ agents and apps, identifies embedded agents, and governs autonomous tools. New apps are detected and integrated automatically through always-on discovery. Reco offers agent-ready MCP support, API-first architecture, and an AI-enabled UI. Reco offers AI-powered agents that work 24/7 to detect, analyze, and remediate threats without human intervention across a SaaS ecosystem. Reco is SOC2 and GDPR compliant and ISO 27001 certified.[1][2][5][6][7][14][15]

Reco on the record

Sources

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

Singulr full record

  1. [1]singulr.aiSingulr · singulr.ai · undated page, accessed November 5, 2026 · Tier A
  2. [2]Singulr AI Launches Agent Pulse, Extending Its AI Governance and Control Plane to Autonomous Agents and MCPBusiness Wire · undated page, accessed November 5, 2026 · Tier A
  3. [3]CompanySingulr · singulr.ai · undated page, accessed November 5, 2026 · Tier A
  4. [4]Product - Unified AI and Agentic Control PlaneSingulr · undated page, accessed November 10, 2026 · Tier A
  5. [5]AI Governance Platform | Singulr Unified Control PlaneSingulr · undated page, accessed November 10, 2026 · Tier A
  6. [6]Singulr Runtime Governance™ | Enforceable AI Policy & Risk ControlsSingulr · undated page, accessed November 10, 2026 · Tier A
  7. [7]Singulr Runtime Control™ | Enforce AI GovernanceSingulr · undated page, accessed November 10, 2026 · Tier A
  8. [8]Singulr Runtime Security™ | AI Threat DetectionSingulr · undated page, accessed November 10, 2026 · Tier A
  9. [9]Singulr Assurance™ Layer | Continuous AI AssuranceSingulr · undated page, accessed November 10, 2026 · Tier A
  10. [10]Unified AI Control Plane | Singulr Platform FeaturesSingulr · undated page, accessed November 10, 2026 · Tier A
  11. [11]Agent PulseSingulr · undated page, accessed November 10, 2026 · Tier A
  12. [12]AI Security Platform for CISO | Singulr SolutionsSingulr · undated page, accessed November 10, 2026 · Tier A
  13. [13]AI Operations Platform for CIO | Singulr IT SolutionsSingulr · undated page, accessed November 10, 2026 · Tier A
  14. [14]AI Governance for Compliance Teams | Singulr SolutionsSingulr · undated page, accessed November 10, 2026 · Tier A

Spot a factual error? Request a correction.