CISO Tribune

Vendor comparison · 2 companies

Cranium vs Fiddler AI

Cranium sells Cranium ONE, one platform for end-to-end AI security and governance, which it describes as infrastructure and LLM-agnostic. Fiddler AI sells the AI Control Plane, a platform for first-party and third-party agents from the creation layer to production. CISO Tribune files both under AI governance and 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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  • Cranium
  • Fiddler AI
Cranium vs Fiddler AI: Products, Customers and Funding Compared
CraniumCranium sells Cranium ONE, one platform for end-to-end AI security and governance, which it describes as infrastructure and LLM-agnostic.cranium.aiFiddler AIFiddler AI sells the AI Control Plane, a platform for first-party and third-party agents from the creation layer to production.fiddler.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.
  • Agentic Observability[2][4]Monitors every layer of the agentic hierarchy, from application health to agent interactions to individual spans.
  • ML Observability[2][5]Detects data and concept drift in predictive models and provides root cause analysis and fairness metrics.
  • Fiddler Centor Models[2][3][6]Power guardrails and evaluations in-environment, with no external LLM API calls.
  • Agent Registry[7]Lists every agent application in Fiddler, including first-party, third-party and coding agents.
Categories
Headquarters
Short Hills, United States[3]Not stated on its pages
Founded
Not stated on its pages2018[1]
Ownership and funding
Privately held[9][15]Privately held[12]
Named customers
Not 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]
  • February 4, 2026Cranium AI announced it discovered an exploitation technique for hijacking agentic AI coding assistants and released free open-source IDE plugins for developers.[16]
  • January 27, 2026Fiddler AI announced a $30 million Series C funding round led by RPS Ventures.[1]
G2 and Gartner Peer Insights
  • G2: Not stated on its pages
  • Gartner Peer Insights: listed, seen October 24, 2026[9]
  • G2: listed, seen November 10, 2026[12]
  • 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, Fiddler AI sells mainly to organizations deploying AI agents and predictive models, across all industries and in regulated industries such as financial services, healthcare, insurance and government. The typical users are software and AI engineers, data scientists, platform and DevOps teams, and security and compliance teams. Its pages address insurers, healthcare organizations and financial institutions deploying AI across underwriting, fraud and trading. Deployment options on the Enterprise plan are SaaS, VPC or on-premises.
Last verified
September 27, 2026November 6, 2026

Where they overlap

  • Cranium and Fiddler AI are both filed under AI governance and AI model and agent security.
  • Both are privately held.

Where they differ, field by field

  • Cranium's primary category is AI governance; Fiddler AI's is AI model and agent security.
  • Fiddler AI is also filed under AI firewalls and guardrails.
  • Cranium lists Discover, Govern, Secure and Prove. Fiddler AI lists Agentic Observability, ML Observability, Fiddler Centor Models and Agent Registry.
  • Cranium is headquartered in Short Hills, United States.
  • Fiddler AI was founded in 2018.

What it sells: Fiddler AI

What Agentic Observability does[2][4]
Fiddler Agentic Observability monitors every layer of the agentic hierarchy from application health to agent interactions to individual spans. Fiddler gives aggregated and granular visibility from application to session to agent to trace to span.
What ML Observability does[2][5]
Fiddler ML Observability provides root cause analysis and fairness metrics such as disparate impact, demographic parity and equal opportunity. Fiddler tracks performance, drift, data integrity and model bias to observe and improve model health.
What Fiddler Centor Models does[2][3][6]
Fiddler Centor Models power guardrails and evaluations in-environment, with no external LLM API calls. Customers can choose Fiddler Centor Models that run in their environment, custom evaluators for domain-specific logic, or external judges for advanced reasoning.
What Agent Registry does[7]
Agent Registry lists every agent application in Fiddler, including first-party, third-party and coding agents. Fiddler records evaluation and policy outcomes with full traceability and generates audit evidence aligned with frameworks such as GDPR, HIPAA, NAIC, SR 11-7, NIST AI RMF, ISO/IEC 42001 and the EU AI Act.

Questions about Cranium and Fiddler AI

What do Cranium and Fiddler AI sell?
Cranium sells Discover, Govern, Secure and Prove. Fiddler AI sells Agentic Observability, ML Observability, Fiddler Centor Models and Agent Registry.
Are Cranium and Fiddler AI in the same category?
They share AI governance and AI model and agent security. Cranium's primary category is AI governance and Fiddler AI's is AI model and agent security.
Where are Cranium and Fiddler AI headquartered?
Cranium is headquartered in Short Hills, United States.
When were Cranium and Fiddler AI founded?
Fiddler AI was founded in 2018.
Who owns Cranium and Fiddler AI?
Cranium is privately held. Fiddler AI is privately held.
Who are Cranium and Fiddler AI sold to?
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. From its own pages, Fiddler AI sells mainly to organizations deploying AI agents and predictive models, across all industries and in regulated industries such as financial services, healthcare, insurance and government.
What have Cranium and Fiddler AI announced recently?
May 21, 2026: Cranium AI and ISTARI announced a strategic partnership combining Cranium AI's security and governance platform with ISTARI's cyber resilience advisory expertise. January 27, 2026: Fiddler AI announced a $30 million Series C funding round led by RPS Ventures.

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

Fiddler AI full record

  1. [1]Fiddler Raises $30M Series C to Deliver the First Control Plane for AIFiddler AI · published January 27, 2026 · Tier A
  2. [2]fiddler.aiFiddler AI · fiddler.ai · undated page, accessed November 6, 2026 · Tier A
  3. [3]Fiddler AI: The Control Plane for Enterprise AI AgentsFiddler AI · undated page, accessed November 10, 2026 · Tier A
  4. [4]Fiddler AI Observability for Healthcare LLM ApplicationsFiddler AI · undated page, accessed November 10, 2026 · Tier A
  5. [5]Fiddler AI Control Plane for Financial Services | Fiddler AIFiddler AI · undated page, accessed November 10, 2026 · Tier A
  6. [6]Customer Experience AI Observability for Agents | Fiddler AIFiddler AI · undated page, accessed November 10, 2026 · Tier A
  7. [7]AI Governance, Risk Management, and Compliance (GRC) | Fiddler AIFiddler AI · undated page, accessed November 10, 2026 · Tier A
  8. [8]Fiddler AI Observability for Insurance LLM Applications | Fiddler AIFiddler AI · undated page, accessed November 10, 2026 · Tier A
  9. [9]AI Observability for Lending and Trading | Fiddler AIFiddler AI · undated page, accessed November 10, 2026 · Tier A
  10. [10]Government | Fiddler AIFiddler AI · undated page, accessed November 10, 2026 · Tier A
  11. [11]About Us | Fiddler AIFiddler AI · undated page, accessed November 10, 2026 · Tier A
  12. [12]Fiddler AI Reviews 2026: Details, Pricing, & FeaturesG2 · undated page, accessed November 10, 2026 · Tier C

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