CISO Tribune

Vendor comparison · 2 companies

BigID vs Singulr

BigID sells one platform for security controls, compliance and privacy automation, and AI governance. 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 Data loss prevention. 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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  • BigID
  • Singulr
BigID vs Singulr: Products, Customers and Funding Compared
BigIDBigID sells one platform for security controls, compliance and privacy automation, and AI governance.bigid.comSingulrSingulr 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
  • Discovery & ClassificationFinds and classifies sensitive data across data center, cloud, SaaS and code. It also inventories the AI models and agents that reach that data.
  • DSPM, AI SPM, Agentic SPMPosture management across data, AI and the agents acting on both. It surfaces exposures and guides the fix.
  • Unstructured Data MinimizationClassifies and minimizes files, email and chat. Flagged content moves through review to archive or purge.
  • Context engineering for AI Agents[6]Catalogs data and metadata and controls what each AI agent can see.
  • AgentIQ[6][9]Runs a data and AI security program from a prompt or an agent.
  • Data & AI sovereignty[6]Maps data residency and cross-border flows and applies localization policy. The platform can run in-country or air-gapped.
  • 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
New York, United StatesPalo Alto, California, United States[3]
Founded
2016[4]Not stated on its pages
Ownership and funding
Privately held[4][14][15]Not stated on its pages
Named customers
Not stated on its pagesNot stated on its pages
Recent news
Not stated on its pages
  • 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
Who it fits
From its own pages, BigID sells mainly to security, privacy and AI teams that want one set of findings rather than separate tools. BigID describes privacy and compliance teams as answering to national privacy laws, industry controls and AI obligations. BigID offers self-managed VPC and fully air-gapped on-premises deployments that run the same software as its SaaS. BigID for Federal is aimed at federal programs, on a FedRAMP High authorized platform.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
September 27, 2026November 5, 2026

Where they overlap

  • BigID and Singulr are both filed under Data loss prevention.
  • Both are headquartered in the United States.

Where they differ, field by field

  • BigID's primary category is Data security posture management; Singulr's is AI governance.
  • BigID is also filed under Privacy management. Singulr is also filed under AI model and agent security and Workforce AI usage security.
  • BigID lists Discovery & Classification, DSPM, AI SPM, Agentic SPM, Unstructured Data Minimization, Context engineering for AI Agents, AgentIQ and 1 more. Singulr lists Enterprise AI and Agentic Control Plane, Singulr Assurance™ Layer and Singulr Pulse™.
  • BigID is headquartered in New York, United States. Singulr is headquartered in Palo Alto, California, United States.
  • BigID was founded in 2016.
  • BigID is privately held.

What it sells: BigID

What Discovery & Classification does
The page describes agentless discovery with hundreds of connectors across the data center, cloud, SaaS and code, with scan depth set per source. Data is read and classified into 2,000+ categories. Models and agents that reach the data, sanctioned or not, are inventoried as assets in their own right.
What DSPM, AI SPM, Agentic SPM does
The page says DSPM began as data risk discovery: find the sensitive data, assess the risk around it. BigID then guides the fix with access governance, activity monitoring, DLP and disposition. It extends all of this to the AI models and agents now reaching the same data.
What Unstructured Data Minimization does
The page says BigID classifies unstructured data at scale and finds duplicates, stale files and out-of-compliance data. Flagged content moves through review to archive or purge, with legal hold checked first.
What Context engineering for AI Agents does[6]
The page says BigID indexes structured and unstructured data and catalogs that metadata behind APIs and MCP. It discovers each agent and what it is approved to do. It also controls which data and metadata every agent can see.
What AgentIQ does[6][9]
The page lets users run a data and AI program from a prompt or an agent. It works inside BigID or from third-party assistants and enterprise agents. Agents that a buyer buys, builds or brings ask the questions, investigate the risk, take the action and keep the work running.
What Data & AI sovereignty does[6]
The page says BigID maps residency, cross-border flows and third-party access from discovery. It applies localization policy and keeps the evidence regulators ask for. The platform can run in-country or fully air-gapped, with zero outbound connectivity.

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 BigID and Singulr

What do BigID and Singulr sell?
BigID sells Discovery & Classification, DSPM, AI SPM, Agentic SPM, Unstructured Data Minimization, Context engineering for AI Agents, AgentIQ and 1 more. Singulr sells Enterprise AI and Agentic Control Plane, Singulr Assurance™ Layer and Singulr Pulse™.
Are BigID and Singulr in the same category?
They share Data loss prevention. BigID's primary category is Data security posture management and Singulr's is AI governance.
Where are BigID and Singulr headquartered?
BigID is headquartered in New York, United States. Singulr is headquartered in Palo Alto, California, United States.
When were BigID and Singulr founded?
BigID was founded in 2016.
Who owns BigID and Singulr?
BigID is privately held.
Who are BigID and Singulr sold to?
From its own pages, BigID sells mainly to security, privacy and AI teams that want one set of findings rather than separate tools. Singulr addresses CISOs who need to protect against AI threats while enabling innovation.
What have BigID and Singulr announced recently?
March 9, 2026: Singulr AI launched Agent Pulse, extending its Unified AI Control Plane to autonomous AI agents and MCP servers.

About BigID

BigID sells one platform for security controls, compliance and privacy automation, and AI governance. BigID says it detects sensitive data, AI and identities across an organization's estate, protects them, and governs who and what can reach them.[1][5]

BigID says security, privacy and AI teams usually work from separate tools and separate answers. BigID gives those teams one catalog and one graph. BigID builds one catalog across cloud, SaaS, on-prem and mainframe, and classifies it automatically. BigID governs AI models and the data they run on together, so policy becomes a control and every control leaves evidence behind.[5][16]

On the data security side, BigID includes access governance, activity monitoring, loss prevention, lifecycle and privacy management natively within its DSPM offering. BigID discovers sensitive data in every store, classifies it, and flags overshared files, stale access, and unmanaged models and agents. BigID classification uses 2,000+ pretrained classifiers and prompt based LLM classification for structured and unstructured data. BigID reads permissions metadata at the source and reviews it against policy, surfacing the conflicts for attestation. BigID discovers agents, sanctioned and unsanctioned, and shows the data each one reaches through the identity it runs under.[3][6][8][13][17]

Agents reach BigID through an RBAC-controlled MCP, approved agents are recognized by identity, and each one is limited to the context data its role and stated intent call for.[6][18]

On deployment, BigID offers multi-tenant SaaS with full data segregation options, data ringfenced inside any of 30+ countries, and single tenant full isolation set as a deployment flag on the same product. BigID says an air-gapped deployment delivers the same discovery, classification, remediation, and AI governance as BigID SaaS. In a sealed, air-gapped environment, BigID runs with zero outbound connectivity and no phone-home telemetry. BigID for Federal is described as secure data for federal programs, on a platform that is FedRAMP High authorized.[6][8][10][16][19]

On privacy, BigID privacy requests arrive through a branded portal, forms, APIs or internal teams, identities are verified, and each request is routed by type, jurisdiction and brand. BigID lifecycle management covers ROT detection, sandboxed review before anything moves, and soft and hard delete, with legal hold and downstream impact checked first.[8][13][20]

BigID pushes classification and labeling into Microsoft Purview.[2][5][6][7][8][9][10][11][12][13][19][20][21][22]

BigID on the record

Sources

BigID full record

  1. [1]Data security platformBigID · bigid.com · published August 5, 2026 · Tier A
  2. [2]Bigid recognized as a leader in independent evaluation of sensitive data discovery and classification solutions as company expands ai security and governance platform 302739331BigID via PR Newswire · prnewswire.com · published April 10, 2026 · Tier A
  3. [3]Fortune venture dealsBigID (republishing Fortune) · bigid.com · undated page, accessed September 27, 2026 · Tier A
  4. [4]Rk42qzuraCTech (Calcalist) · calcalistech.com · published March 20, 2024 · Tier B
  5. [5]BigID: Enterprise Data Security Platform for DSPM & AIBigID · undated page, accessed October 23, 2026 · Tier A
  6. [6]Data Security, Privacy, and AI Governance Solutions | BigIDBigID · undated page, accessed October 23, 2026 · Tier A
  7. [7]Data Discovery and Classification for Data and AI | BigIDBigID · undated page, accessed October 23, 2026 · Tier A
  8. [8]DSPM, AI SPM, and Agentic SPM Platform | BigIDBigID · undated page, accessed October 23, 2026 · Tier A
  9. [9]AgentIQ: Agentic Automation for Data and AI Security | BigIDBigID · undated page, accessed October 23, 2026 · Tier A
  10. [10]Data and AI Sovereignty Solutions | BigIDBigID · undated page, accessed October 23, 2026 · Tier A
  11. [11]Databricks | BigIDBigID · undated page, accessed October 23, 2026 · Tier A
  12. [12]Context Engineering for AI Agents | BigIDBigID · undated page, accessed October 23, 2026 · Tier A
  13. [13]Unstructured Data Minimization and Retention | BigIDBigID · undated page, accessed October 23, 2026 · Tier A
  14. [14]BigID Reviews 2026: Details, Pricing, & Features - G2G2 · undated page, accessed October 23, 2026 · Tier C
  15. [15]BigID Reviews, Ratings & Features 2026 | Gartner Peer InsightsGartner Peer Insights · undated page, accessed October 23, 2026 · Tier C
  16. [16]AI Governance for Models, Agents, and Their Data | BigIDBigID · undated page, accessed November 4, 2026 · Tier A
  17. [17]Data Access Governance for Employees and AI Agents | BigIDBigID · undated page, accessed November 4, 2026 · Tier A
  18. [18]Data Governance Automation Software | BigIDBigID · undated page, accessed November 4, 2026 · Tier A
  19. [19]Secure AI-First Architecture: SaaS to Air-Gapped | BigIDBigID · undated page, accessed November 4, 2026 · Tier A
  20. [20]Privacy and Compliance Automation for the AI Era | BigIDBigID · undated page, accessed November 4, 2026 · Tier A
  21. [21]Purview | BigIDBigID · undated page, accessed November 4, 2026 · Tier A
  22. [22]Collibra | BigIDBigID · undated page, accessed November 4, 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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