CISO Tribune

Vendor comparison · 2 companies

Singulr vs WitnessAI

Singulr is a closed-loop control system that governs AI across the enterprise, from policy definition through runtime enforcement to adversarial defense. WitnessAI sells an AI security and governance platform that brings humans and agents under one platform. CISO Tribune files both under AI governance 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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  • Singulr
  • WitnessAI
Singulr vs WitnessAI: Products, Customers and Funding Compared
SingulrSingulr is a closed-loop control system that governs AI across the enterprise, from policy definition through runtime enforcement to adversarial defense.singulr.aiWitnessAIWitnessAI sells an AI security and governance platform that brings humans and agents under one platform.witness.ai
What it sells
  • 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.
  • Observe[6][11]Finds and catalogs AI applications, agents and MCP servers, and visualizes AI conversations and agentic activity.
  • Control[1][5][6][7][10][11]Governs what AI agents and employees can do, routes prompts to models based on risk or purpose, and generates audit trails.
  • Protect[1][5][6][8][11]Applies runtime security controls and content guardrails intended to block prompt injection and jailbreak attempts and filter harmful responses.
Categories
Headquarters
Palo Alto, California, United States[3]Mountain View, United States[4]
Founded
Not stated on its pages2023[3]
Ownership and funding
Not stated on its pagesPrivately held[2][13]
Named customers
Not stated on its pagesNot stated on its pages
Recent news
  • March 9, 2026Singulr AI launched Agent Pulse, extending its Unified AI Control Plane to autonomous AI agents and MCP servers.[2]
Not stated on its pages
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[13]
  • Gartner Peer Insights: Not stated on its pages
Who it fits
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.From its own pages, the company sells mainly to enterprises, saying they need security and governance that extends from humans to agents. It addresses employee use of AI, citing risks around sensitive data, compliance, and shadow AI. It also addresses AI agents, which it describes as connecting to tools, accessing data, and taking actions on behalf of employees.
Last verified
November 5, 2026November 2, 2026

Where they overlap

  • Singulr and WitnessAI are both filed under AI governance and Workforce AI usage security.
  • Both are headquartered in the United States.

Where they differ, field by field

  • Singulr's primary category is AI governance; WitnessAI's is Workforce AI usage security.
  • Singulr is also filed under AI model and agent security and Data loss prevention. WitnessAI is also filed under AI firewalls and guardrails.
  • Singulr lists Enterprise AI and Agentic Control Plane, Singulr Assurance™ Layer and Singulr Pulse™. WitnessAI lists Observe, Control and Protect.
  • Singulr is headquartered in Palo Alto, California, United States. WitnessAI is headquartered in Mountain View, United States.
  • WitnessAI was founded in 2023.
  • WitnessAI 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 Singulr and WitnessAI

What do Singulr and WitnessAI sell?
Singulr sells Enterprise AI and Agentic Control Plane, Singulr Assurance™ Layer and Singulr Pulse™. WitnessAI sells Observe, Control and Protect.
Are Singulr and WitnessAI in the same category?
They share AI governance and Workforce AI usage security. Singulr's primary category is AI governance and WitnessAI's is Workforce AI usage security.
Where are Singulr and WitnessAI headquartered?
Singulr is headquartered in Palo Alto, California, United States. WitnessAI is headquartered in Mountain View, United States.
When were Singulr and WitnessAI founded?
WitnessAI was founded in 2023.
Who owns Singulr and WitnessAI?
WitnessAI is privately held.
Who are Singulr and WitnessAI sold to?
Singulr addresses CISOs who need to protect against AI threats while enabling innovation. From its own pages, the company sells mainly to enterprises, saying they need security and governance that extends from humans to agents.
What have Singulr and WitnessAI announced recently?
March 9, 2026: Singulr AI launched Agent Pulse, extending its Unified AI Control Plane to autonomous AI agents and MCP servers.

About Singulr

Singulr is a closed-loop control system that governs AI across the enterprise, from policy definition through runtime enforcement to adversarial defense. Singulr describes the control plane as built for enterprise AI across clouds, SaaS, agentic workflows, and every AI touchpoint in the organization. Singulr states that an organization runs 500+ AI applications, most of them invisible to IT and security. Singulr states that autonomous agents access mission-critical systems with excessive permissions.[4][5][7][8]

Singulr Runtime Governance™ is one of three runtime pillars in the Singulr platform, encircled by the Singulr Assurance™ Layer. Singulr offers a natural-language policy engine that compiles governance intent into enforceable runtime boundaries. Singulr Runtime Governance™ includes SOC 2 and GDPR validation, a compliance scoring engine, and EU AI Act and NIST AI RMF evidence generated continuously.[5][6]

Singulr Agent Pulse™ delivers runtime control for the agentic enterprise: agent discovery, topology mapping, control-drift metrics, and MCP server vulnerability scanning.[5]

Singulr lists deep integrations across Splunk, CrowdStrike, Zscaler, Okta, Microsoft Entra and Purview, and Code42.

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. 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. Singulr tracks enforcement reliability, control drift, coverage gaps, and escalation prevention rates over time. Singulr documents that EU AI Act, NIST AI RMF, SOC 2, and GDPR documentation are produced as byproducts of the control system running. Singulr integrates with Jira and ServiceNow and supports model allowlisting and risk-based approval workflows.[7][8][10]

Singulr expands Agent Pulse runtime governance to endpoint AI agents, including Claude Code, Cowork, Cursor, ChatGPT Desktop, and MCPs. Singulr Pulse™ continuously classifies every agent’s risk profile based on model access, MCP configurations, and tool connections. Singulr states that Agent Pulse provides auditable records of agent actions, data access, and policy enforcement for internal requirements and industry-specific regulations.[5][6]

Singulr consolidates discovery, onboarding, pre and post-deployment security into a single unified platform. Singulr describes continuous testing that simulates real-world attacks, misuse scenarios, and responsible AI risks throughout the AI lifecycle, both pre-deployment and post-deployment. Singulr Runtime Protection™ prevents sensitive PII and PHI data leaks, blocks malicious prompts, and enforces content policies. Singulr aims to unite security, IT, privacy, compliance, and finance on one control system. 3 Tree Tech is a partner of Singulr.[1][4][5][6][7][8][10][12][13][14]

Singulr on the record

Sources

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

WitnessAI full record

  1. [1]Unified AI Security and Governance Platform | WitnessAIWitnessAI · undated page, accessed September 27, 2026 · Tier A
  2. [2]Witnessai raises 58 million for global expansion and announces new ways to secure ai agents 302659319WitnessAI via PR Newswire · prnewswire.com · published January 13, 2026 · Tier A
  3. [3]Witnessai launches with guardrails for aiDark Reading · darkreading.com · published May 21, 2024 · Tier B
  4. [4]WitnessaiAppSec Santa · appsecsanta.com · published April 3, 2026 · Tier C
  5. [5]Scaling AI Security with WitnessAI - WitnessAIWitnessAI · undated page, accessed November 10, 2026 · Tier A
  6. [6]AI Security Platform | Enterprise AI Governance | WitnessAIWitnessAI · undated page, accessed November 10, 2026 · Tier A
  7. [7]WitnessAI 2.0 Delivers New Regulatory Compliance Capabilities to Support Safe AI Adoption - WitnessAIWitnessAI · published April 30, 2025 · Tier A
  8. [8]Ensuring Compliance with the EU AI Act - WitnessAIWitnessAI · undated page, accessed November 10, 2026 · Tier A
  9. [9]WitnessAI Achieves SOC 2 Type II Compliance - WitnessAIWitnessAI · published October 21, 2025 · Tier A
  10. [10]WitnessAI Joins ServiceNow Control Tower Alliance - WitnessAIWitnessAI · undated page, accessed November 10, 2026 · Tier A
  11. [11]TENEX.AI and WitnessAI Partner to Deliver Managed Security and Compliance Services for Enterprise AI - WitnessAIWitnessAI · published June 17, 2025 · Tier A
  12. [12]How Security Leaders Prove ROI and Reduce Risk - WitnessAIWitnessAI · undated page, accessed November 10, 2026 · Tier A
  13. [13]WitnessAI Reviews 2026: Details, Pricing, & FeaturesG2 · undated page, accessed November 10, 2026 · Tier C

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