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Vendor comparison · 4 companies

Cranium, Credo AI, Holistic AI and Singulr

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Cranium, Credo AI, Holistic AI and Singulr Compared
CraniumCranium sells Cranium ONE, one platform for end-to-end AI security and governance, which it describes as infrastructure and LLM-agnostic.cranium.aiCredo AICredo AI sells a platform that helps enterprises discover their AI, enforce policy and manage AI risk across every agent, application, model and AI vendor.credo.aiHolistic AIHolistic AI sells an enterprise AI governance platform.holisticai.comSingulrSingulr is an AI governance and security platform that helps streamline and secure enterprise AI use at scale.singulr.ai
What it sells
  • Discover[1][16]Gives visibility into every AI model, agent, dataset and vendor across an enterprise and builds a system of record for them.
  • Govern[1][3][4][5][8][12]Defines, implements and enforces AI policy mapped to frameworks such as the NIST AI RMF and the EU AI Act.
  • Secure[1][6][13]Stress-tests models against adversarial threats and applies runtime defenses and targeted remediation.
  • Prove[1][7]Generates real-time compliance evidence, called Cranium AI Cards, to share with customers, partners and regulators.
  • AI Governance Platform[1][4][12]Helps enterprises discover their AI, enforce policy and manage AI risk across agents, applications, models and AI vendors.
  • AI Registry[4][11][13][14]A centralized source of truth for tracking AI and ML products across the enterprise.
  • Policy Packs[1][4][8][15]Standardize governance requirements for AI with pre-built packs for regulations and standards.
  • Model Trust Scores[16]A framework that helps enterprises assess which foundation models meet their requirements.
  • Guardian Agents[4]Monitors what agents say and enforces what they do, inline via the HAI Guardian SDK.
  • Sentinel Agents[4]Monitors what a customer's AI says in production.
  • Independent Audit under the Digital Services Act[5]An independent audit of due diligence obligations under the Digital Services Act.
  • Singulr AI Control PlaneA platform that connects AI governance, runtime enforcement, security and assurance into one system for enterprise AI and agentic workflows.
  • Agent Pulse[2]Extends the control plane to autonomous AI agents and MCP servers, giving continuous discovery, risk scoring, policy enforcement and runtime controls.
Categories
Headquarters
Short Hills, United States[3]San Francisco, United States[3]San Francisco, United States[2]Palo Alto, California, United States[3]
Founded
Not stated on its pages2020[2]2020[3]Not stated on its pages
Ownership and funding
Privately held[9][15]Privately held[4][7]Privately held[4]Not stated on its pages
Named customers
Not stated on its pagesNot stated on its pagesNot stated on its pagesNot stated on its pages
Recent news
  • May 21, 2026Cranium AI and ISTARI announced a strategic partnership combining Cranium AI's security and governance platform with ISTARI's cyber resilience advisory expertise.[3]
  • May 21, 2026Cranium AI announced it has acquired Aiceberg, an agentic AI security and risk management company, and Aiceberg CEO Alex Schlager becomes Cranium AI's Chief Technology Officer.[15]
  • May 21, 2026Cranium AI and ISTARI, a cyber resilience advisory firm, announced a strategic partnership to offer organizations an AI security and governance solution.[8]
  • April 28, 2026Credo AI announced that it has joined a partner program.[6]
  • February 20, 2026G42 and Credo AI announced a memorandum of understanding to advance Responsible AI across the Global South.[5]
Not stated on its pagesNot stated on its pages
G2 and Gartner Peer Insights
  • G2: Not stated on its pages
  • Gartner Peer Insights: listed, seen October 24, 2026[9]
  • G2: listed, seen November 4, 2026[7]
  • Gartner Peer Insights: Not stated on its pages
  • 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, the company sells mainly to buyers who run AI across many models, since it states that its platform works with any model, any framework. It has pages for industries named Financial Services, Life Sciences and Telecommunications. It also has pages by job function for Compliance & Risk, Governance & Policy, Third-Party & Vendor Risk and Data Science. The pages also say that global carriers and banks are on board.From its own pages, Credo AI sells mainly to enterprises deploying agents, models and applications that need to govern them. Credo AI offers procurement teams a standardized way to collect and evaluate AI risk-specific evidence from AI vendors. A customer example on its pages is a provider of higher education enrollment solutions.The platform page lists the users it serves as Governance Lead, Risk & Compliance, Data / ML Engineers, Business Owners and InfoSec / TPRM. The integrations pages show it connects to cloud services such as AWS and Azure, which suggests a fit for organisations with AI spread across cloud and code. The separate Digital Services Act audit page points to a second audience of online platforms that need an independent audit.Not written yet
Last verified
September 27, 2026September 27, 2026September 27, 2026November 5, 2026

About Cranium

Cranium sells Cranium ONE, one platform for end-to-end AI security and governance, which it describes as infrastructure and LLM-agnostic. Cranium organizes the platform around the AI Trust Loop, five stages that run continuously: Discover, Observe, Govern, Secure and Prove.[1][4][5][6]

Cranium says AI adoption expands what an enterprise has to defend. Its pages name three problem areas: shadow AI, autonomous agents and third-party AI. Cranium says teams adopt models and copilots faster than security can see them, and that agents plan, call tools, read memory and hand off to other agents. Cranium also says an AI supply chain runs through vendors a buyer does not control.[1]

In the Discover stage, Cranium says a buyer gains visibility into every AI model, agent, dataset and vendor across the enterprise and builds one living system of record. Cranium describes automated AI discovery and inventory, and an AI Bill of Materials for each system.[1][10]

In the Observe stage, Cranium says buyers can track, evaluate and understand complex model and agent behaviors, along with token usage and cost efficiency. Cranium describes sessions views, sequence diagrams of agent tool calls and event-level drill-downs. It cites 100+ risk signals and 250+ intent classifications. Cranium says verdicts come from deterministic classifiers, and that Trace shows the samples, labels and relevance scores behind each decision.[1][6][11]

In the Govern stage, Cranium says buyers can define, implement and enforce AI policy, mapped to NIST AI RMF, the EU AI Act and internal standards. Cranium also names ISO 42001 as a mapped framework. Cranium ComplianceAgent automates framework completion with human oversight, and continuous compliance scoring shows where each system stands.[1][12]

In the Secure stage, Cranium says buyers can stress-test models against real-world threats, surface vulnerabilities and apply targeted controls before and after deployment. Cranium Arena is its agent-based red teaming, using MITRE ATLAS, OWASP and Cranium AI threat libraries. Cranium Arena Shield turns findings into auto-generated remediations and guardrails, and re-tests to verify the fix.[1][13]

In the Prove stage, Cranium says buyers can demonstrate compliance posture on demand and share evidence with customers, partners and regulators through real-time Cranium AI Cards and Trust Hubs.[1][14]

Cranium says it fits its controls to finance, life sciences and telecom. Cranium states that it is SOC 2 Type 2 compliant and ISO 27001 certified, and an active member of the U.S AI Safety Institute Consortium (AISIC), established by NIST.[1][2][5][10]

Cranium on the record

Sources

Cranium full record

  1. [1]Cranium – Secure & Govern Enterprise AICranium · undated page, accessed September 27, 2026 · Tier A
  2. [2]Cranium ai security 2023KPMG · kpmg.com · published April 5, 2023 · Tier A
  3. [3]Cranium AI and ISTARI Forge Global Alliance to Drive Enterprise AI Security and GovernanceCranium · undated page, accessed September 27, 2026 · Tier A
  4. [4]AI Security & Governance Platform – CraniumCranium · undated page, accessed October 24, 2026 · Tier A
  5. [5]AI Security & Governance Solutions – CraniumCranium · undated page, accessed October 24, 2026 · Tier A
  6. [6]Enterprise AI Security Solutions – CraniumCranium · undated page, accessed October 24, 2026 · Tier A
  7. [7]AI Compliance — EU AI Act, NIST & ISO 42001 – CraniumCranium · undated page, accessed October 24, 2026 · Tier A
  8. [8]Cranium AI and ISTARI Forge Global Alliance to Drive Enterprise AI Security and GovernanceBusiness Wire · published May 21, 2026 · Tier A
  9. [9]Cranium Reviews, Ratings & Features 2026 | Gartner Peer InsightsGartner Peer Insights · undated page, accessed October 24, 2026 · Tier C
  10. [10]For Security Teams – Cranium AICranium · undated page, accessed November 5, 2026 · Tier A
  11. [11]AI Observability & Runtime Monitoring – Cranium AICranium · undated page, accessed November 5, 2026 · Tier A
  12. [12]AI Governance & Policy Enforcement – Cranium AICranium · undated page, accessed November 5, 2026 · Tier A
  13. [13]AI Red Teaming & Attack Simulation – Cranium AICranium · undated page, accessed November 5, 2026 · Tier A
  14. [14]For Compliance & Risk Leaders – Cranium AICranium · undated page, accessed November 5, 2026 · Tier A
  15. [15]Cranium AI Acquires Aiceberg to Strengthen its End-to-End AI Security, Governance and Agentic AI PlatformCranium AI · published May 21, 2026 · Tier A
  16. [16]Cranium AI Issues Critical Remediation for Vulnerability to Protect Leading AI Coding AssistantsBusiness Wire · published February 4, 2026 · Tier A

Credo AI full record

  1. [1]Credo AI - The Trusted Leader in AI GovernanceCredo AI · undated page, accessed September 27, 2026 · Tier A
  2. [2]Credo ai closes 12 8 million series a funding round led by sands capital 301548311Credo AI via PR Newswire · prnewswire.com · published May 17, 2022 · Tier A
  3. [3]Credo artificial intelligence governanceAxios · axios.com · published October 19, 2021 · Tier B
  4. [4]Credo AI - The Leader in Responsible AI - ProductCredo AI · undated page, accessed October 24, 2026 · Tier A
  5. [5]G42 Joins Forces with Credo AI To Advance Responsible AI Adoption Across Global SouthBusiness Wire · published February 20, 2026 · Tier A
  6. [6]Credo AI Advances AI Governance in Healthcare Through Coalition for Health AI (CHAI) PartnershipBusiness Wire · published April 28, 2026 · Tier A
  7. [7]Credo AI Reviews 2026: Details, Pricing, & Features - G2G2 · undated page, accessed October 24, 2026 · Tier C
  8. [8]Credo AI - Vendor ComplianceCredo AI · undated page, accessed November 4, 2026 · Tier A
  9. [9]AI Governance Insights Hub | Credo AICredo AI · undated page, accessed November 4, 2026 · Tier A
  10. [10]Credo AI - Create Artifacts for AuditCredo AI · undated page, accessed November 4, 2026 · Tier A
  11. [11]Customers - The Leaders of AI Governance | Credo AICredo AI · undated page, accessed November 4, 2026 · Tier A
  12. [12]Credo AI - Regulations and StandardsCredo AI · undated page, accessed November 4, 2026 · Tier A
  13. [13]Credo AI - AI AdoptionCredo AI · undated page, accessed November 4, 2026 · Tier A
  14. [14]Credo AI - Gen AICredo AI · undated page, accessed November 4, 2026 · Tier A
  15. [15]Credo AI - Risk ManagementCredo AI · undated page, accessed November 4, 2026 · Tier A
  16. [16]Model Trust Scores: Evaluating AI Models with Credo AICredo AI · undated page, accessed November 4, 2026 · Tier A

Holistic AI full record

  1. [1]Holistic AI – The Leading AI Governance PlatformHolistic AI · undated page, accessed September 27, 2026 · Tier A
  2. [2]About Holistic AI- The Leading AI Governance PlatformHolistic AI · undated page, accessed September 27, 2026 · Tier A
  3. [3]Holistic AI Launches Open Source Library to Advance Responsible AIHolistic AI via Business Wire · businesswire.com · published October 22, 2024 · Tier A
  4. [4]An End to End AI Governance Platform - Holistic AIHolistic AI · undated page, accessed October 25, 2026 · Tier A
  5. [5]Digital Services Act ComplianceHolistic AI · undated page, accessed October 25, 2026 · Tier A
  6. [6]Seamless Integrations for Enterprise AI Governance - Holistic AIHolistic AI · undated page, accessed October 25, 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 · businesswire.com · undated page, accessed November 5, 2026 · Tier A
  3. [3]CompanySingulr · singulr.ai · undated page, accessed November 5, 2026 · Tier A

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