CISO Tribune

Vendor comparison · 2 companies

C1.ai vs Singulr

C1.ai gives agents policy-controlled access to models, tools, and credentials at runtime. 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. 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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  • C1.ai
  • Singulr
C1.ai vs Singulr: Products, Customers and Funding Compared
C1.aiC1.ai gives agents policy-controlled access to models, tools, and credentials at runtime.c1.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
  • AI-Native Identity Governance[1][2]Automates lifecycle, access requests, reviews, and compliance for human and non-human identities.
  • NHI & Identity Security[1][2]Discovers and alerts on identity and non-human identity risks across the workforce and agents.
  • Agent SSO & Runtime Governance[1][2]Enforces runtime guardrails and access controls for AI agents, with human-in-the-loop approval.
  • Apps & MCP Self Service[1][2]Provides on-demand self-service access to approved apps, MCPs, and AI tools.
  • Deploy Custom Agents[1][2]Lets organizations run autonomous agents across connected systems with guardrails.
  • Shadow AI Discovery[1][2]Finds unsanctioned AI tools, agents, MCP servers, and credentials in use.
  • 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
Not stated on its pagesNot stated on its pages
Named customers
Not stated on its pagesNot stated on its pages
Recent news
  • October 13, 2026Workday announced it has signed a definitive agreement to acquire C1.ai, with the transaction expected to close in the fourth quarter of Workday's fiscal year 2027, ending January 31, 2027.[9]
  • 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: 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
From its own pages, C1.ai sells to organisations that manage access for people, non-human identities, and agents, and to technical teams that extend the platform through APIs and Terraform. The pages describe governed access for infrastructure teams through the tools they already use. The pages cover on-premises technology such as Active Directory and back-office apps. A named energy-sector customer sought an identity governance solution after an external auditor recommended one to streamline user access reviews.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
November 2, 2026November 5, 2026

Where they overlap

  • C1.ai and Singulr are both filed under AI model and agent security.

Where they differ, field by field

  • C1.ai's primary category is Identity governance and administration; Singulr's is AI governance.
  • C1.ai is also filed under Non-human identity security and Privileged access management. Singulr is also filed under Workforce AI usage security and Data loss prevention.
  • C1.ai lists AI-Native Identity Governance, NHI & Identity Security, Agent SSO & Runtime Governance, Apps & MCP Self Service, Deploy Custom Agents 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.

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 C1.ai and Singulr

What do C1.ai and Singulr sell?
C1.ai sells AI-Native Identity Governance, NHI & Identity Security, Agent SSO & Runtime Governance, Apps & MCP Self Service, Deploy Custom Agents and 1 more. Singulr sells Enterprise AI and Agentic Control Plane, Singulr Assurance™ Layer and Singulr Pulse™.
Are C1.ai and Singulr in the same category?
They share AI model and agent security. C1.ai's primary category is Identity governance and administration and Singulr's is AI governance.
Where are C1.ai and Singulr headquartered?
Singulr is headquartered in Palo Alto, California, United States.
Who are C1.ai and Singulr sold to?
From its own pages, C1.ai sells to organisations that manage access for people, non-human identities, and agents, and to technical teams that extend the platform through APIs and Terraform. Singulr addresses CISOs who need to protect against AI threats while enabling innovation.
What have C1.ai and Singulr announced recently?
October 13, 2026: Workday announced it has signed a definitive agreement to acquire C1.ai, with the transaction expected to close in the fourth quarter of Workday's fiscal year 2027, ending January 31, 2027. March 9, 2026: Singulr AI launched Agent Pulse, extending its Unified AI Control Plane to autonomous AI agents and MCP servers.

About C1.ai

C1.ai gives agents policy-controlled access to models, tools, and credentials at runtime. C1 Agents complete multi-step jobs across connected systems, with human approval for sensitive changes. C1.ai connects to SaaS, cloud infra providers, on-prem systems, and MCP servers.[2]

On the governance side, C1.ai turns HR and directory events into day-one account and access changes across supported systems. C1.ai provisions users the access they need based on conditions and policy. C1.ai applies policy-based provisioning and routing to any connected system. C1.ai covers user access reviews and separation-of-duties (SoD) conflict detection. C1.ai gives people and agents self-service access to approved applications and AI tools, with policy applied before fulfillment.[1][2][3]

For self-service, C1.ai makes approved apps, MCP servers, AI tools, roles, and permissions discoverable from one catalog. People and agents can request access from the web, Slack, Microsoft Teams, MCP, API, or CLI. C1.ai auto-approves routine access and routes sensitive requests using identity, role, resource, and risk context. C1.ai expires just-in-time access automatically so temporary permissions do not become standing access.[4]

For cloud infrastructure, C1.ai provides engineers and agents with precisely scoped cloud access. C1.ai reads cloud providers' resource trees, preserving the parent-child relationships each platform uses natively. C1.ai resolves inherited permissions in real time. C1.ai provisions, adjusts, and revokes access automatically as roles change, teams shift, or agents are redeployed.

Every action in the console is available via API, and C1.ai operates as an MCP server. C1.ai governs human, service, workload, and AI agent identities from one control plane. C1.ai logs every action with full context: subject, actor, delegation chain, purpose, resource, policy, and outcome. C1.ai supports policies as Terraform, AI-written CEL and functions, and validation via API. Technical teams extend C1.ai with APIs, custom functions, CLI, webhooks, and an AI integration builder, and manage it with Terraform.[2][6]

C1.ai includes 300+ connectors, built on Baton, which is open source under Apache 2.0, that integrate IdPs, directories, SaaS apps, cloud infrastructure, and on-prem systems into one identity graph. The connectors can be hosted or self-hosted. The identity graph ingests identity, permission, and resource data from all of your systems. C1.ai visualizes access paths for users, non-human identities, applications, and resources. C1.ai addresses access risks such as orphaned accounts, inactive users, and high-risk users. C1.ai offers built-in remediation options such as downgrading access, offboarding accounts, and securing service accounts. C1.ai connects to non-cloud infrastructure, including LDAP, Postgres, and Microsoft SQL. C1.ai covers on-premises technology such as Active Directory and homegrown and back-office apps.[1][6][7]

IGS Energy started looking for a partner after an external auditor recommended an identity governance solution to streamline user access reviews.[1][2][8]

C1.ai on the record

Sources

C1.ai full record

  1. [1]conductorone.comConductorOne (C1.ai) · conductorone.com · undated page, accessed November 2, 2026 · Tier A
  2. [2]C1.ai | Put AI to WorkC1.ai · undated page, accessed November 10, 2026 · Tier A
  3. [3]AI-Native Identity Governance Solutions | C1.aiC1.ai · undated page, accessed November 10, 2026 · Tier A
  4. [4]Self-Service Access for Apps, MCPs, and AI Tools | C1.aiC1.ai · undated page, accessed November 10, 2026 · Tier A
  5. [5]Infrastructure Access - C1.aiC1.ai · undated page, accessed November 10, 2026 · Tier A
  6. [6]Headless Identity Infrastructure | C1.aiC1.ai · undated page, accessed November 10, 2026 · Tier A
  7. [7]Identity Graph - C1.aiC1.ai · undated page, accessed November 10, 2026 · Tier A
  8. [8]Automating access management and reducing risk for IGS Energy’s hybrid environment | C1.aiC1.ai · undated page, accessed November 10, 2026 · Tier A
  9. [9]Workday to Acquire C1.ai, a Leading Agentic Identity Platform for People and AgentsC1.ai · published October 13, 2026 · Tier A

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

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