CISO Tribune

Vendor comparison · 2 companies

Credo AI vs Operant AI

Credo AI sells a platform that helps enterprises discover their AI, enforce policy and manage AI risk across every agent, application, model and AI vendor. Operant AI sells one platform covering Endpoints, Agents, MCPs, and AI applications. 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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  • Credo AI
  • Operant AI
Credo AI vs Operant AI: Products, Customers and Funding Compared
Credo 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.aiOperant AIOperant AI sells one platform covering Endpoints, Agents, MCPs, and AI applications.operant.ai
What it sells
  • 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.
  • Operant Semantic Firewall[1][7]Understands the intent behind every agent action and enforces an allow, block, or redact decision inline, in real time.
  • Agent Protector[1][5][6]Inventories all AI agents operating within an organization's infrastructure.
Categories
Headquarters
San Francisco, United States[3]San Francisco, United States[2]
Founded
2020[2]Not stated on its pages
Ownership and funding
Privately held[4][7]Privately held[1][3]
Named customers
Not stated on its pagesNot stated on its pages
Recent news
  • 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]
  • May 4, 2026Operant AI launched Operant Endpoint Protector, a new addition to its AI Defense Platform for discovering and defending against threats across AI tools and coding agents.[4]
G2 and Gartner Peer Insights
  • 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
Who it fits
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.It describes plans for teams putting their first production AI into customers' hands and for companies running AI across teams and products with critical data and compliance requirements. Its pages say regulated and government deployments mostly use the VPC, on-premise, or air-gapped options on the Enterprise plan. Workloads it covers range from coding agents on employee laptops to cloud agents across any infra.
Last verified
September 27, 2026September 27, 2026

Where they overlap

  • Credo AI and Operant AI are both filed under AI model and agent security.
  • Both are headquartered in San Francisco, United States.
  • Both are privately held.

Where they differ, field by field

  • Credo AI's primary category is AI governance; Operant AI's is AI firewalls and guardrails.
  • Credo AI lists AI Governance Platform, AI Registry, Policy Packs and Model Trust Scores. Operant AI lists Operant Semantic Firewall and Agent Protector.
  • Credo AI was founded in 2020.

What it sells: Credo AI

What AI Registry does[4][11][13][14]
AI Registry provides a centralized source of truth for tracking AI/ML products in development or uses across the enterprise. AI Registry can be used to map all Gen AI projects and track ownership. Credo AI's platform automatically evaluates metadata about use cases to identify and suggest potential risks and business impacts.
What Policy Packs does[1][4][8][15]
Credo AI's Policy Packs standardize governance requirements for AI. Pre-built policy packs cover EU AI Act, NIST AI RMF, ISO 42001 and SOC 2, with automated governance workflows and audit-ready evidence. Customers can apply Credo AI Policy Packs to vendor solutions to set specific requirements.
What Model Trust Scores does[16]
Credo AI developed Model Trust Scores to address the challenge of AI model selection. Model Trust Scores help enterprises establish which foundation models meet their non-negotiable requirements, such as security and infrastructure compatibility, and contextualize complex evaluations into use-case specific insights.

What it sells: Operant AI

What Operant Semantic Firewall does[1][7]
Operant Semantic Firewall holds an agent to its assigned purpose across the whole session, catching drift from manipulation or its own initiative. Operant can redact the sensitive part of an action and let the agent keep working within scope, instead of killing the workflow.
What Agent Protector does[1][5][6]
Agent Protector covers managed agents deployed through official channels and unmanaged agents running in cloud environments, SaaS platforms, and development tools. Agent Protector analyzes agent behavior patterns to identify and prevent security threats before they execute.

Questions about Credo AI and Operant AI

What do Credo AI and Operant AI sell?
Credo AI sells AI Governance Platform, AI Registry, Policy Packs and Model Trust Scores. Operant AI sells Operant Semantic Firewall and Agent Protector.
Are Credo AI and Operant AI in the same category?
They share AI model and agent security. Credo AI's primary category is AI governance and Operant AI's is AI firewalls and guardrails.
Where are Credo AI and Operant AI headquartered?
Both are headquartered in San Francisco, United States.
When were Credo AI and Operant AI founded?
Credo AI was founded in 2020.
Who owns Credo AI and Operant AI?
Credo AI is privately held. Operant AI is privately held.
Who are Credo AI and Operant AI sold to?
From its own pages, Credo AI sells mainly to enterprises deploying agents, models and applications that need to govern them. It describes plans for teams putting their first production AI into customers' hands and for companies running AI across teams and products with critical data and compliance requirements.
What have Credo AI and Operant AI announced recently?
April 28, 2026: Credo AI announced that it has joined a partner program. May 4, 2026: Operant AI launched Operant Endpoint Protector, a new addition to its AI Defense Platform for discovering and defending against threats across AI tools and coding agents.

About Credo AI

Credo 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 AI says its platform is powered by a Knowledge Graph that fuses global regulatory intelligence with business context, and that forward-deployed experts back it.[1]

Credo AI says enterprises are deploying agents, models and applications at unprecedented speed. Credo AI says agents now act autonomously, in milliseconds, thousands of times an hour. Credo AI says governance is still manual, fragmented and stuck in spreadsheets.[1]

Credo AI's platform discovers and catalogs every AI system, agent, vendor and model, and gives visibility into shadow AI. Credo AI's platform includes a purpose-built agentic risk and control library for tool misuse, scope drift and inter-agent risk. Credo AI's platform connects to observability and monitoring tools for continuous monitoring, drift detection and real-time alerts. Credo AI's platform turns policy into code with pre-built policy packs, automated workflows and audit-ready evidence. Credo AI describes its platform as discovering, assessing, governing, monitoring and reporting on every AI agent, model and application across an enterprise. Credo AI offers model-level, application-level and agent-level governance in one platform. Credo AI says customers can start with what they need and expand as AI adoption grows.[1][15]

GAIA (Govern AI Assistant) is generally available in the Credo AI platform. Credo AI's governance AI agents retrieve evidence, assess risk, generate governance plans and remediate incidents, with human oversight for critical decisions. Credo AI's platform evaluates agent traces continuously to detect policy violations, drift and unsafe behavior, with human-in-the-loop escalation.[1]

Credo AI offers ready-to-deploy policy packs for EU AI Act, NIST AI RMF, ISO 42001, and beyond. Credo AI's pre-built policy packs cover EU AI Act, NIST AI RMF, ISO 42001 and SOC 2, with automated governance workflows and audit-ready evidence. Credo AI says its policy packs are written by the team in the room where AI governance standards are made, naming ISO, NIST, the EU Parliament, NATO and OECD. Credo AI says its Knowledge Graph is fused with business context from 300+ integrations and forward-deployed governance experts.[1]

Credo AI's Vendor Portal streamlines the collection of AI risk-specific evidence from vendors. Customers can track third-party AI systems in a centralized registry and apply Credo AI Policy Packs to set specific requirements. Vendors receive an email with a link and login to the vendor portal, and vendors are responsible for proving that their system meets the policy pack requirements. Customers can evaluate an HR tool's compliance with New York City Local Law 144 (LL-144) by registering the tool in Credo AI's platform. Evidence provided by vendors is captured in Credo AI's platform, and customers can use it to generate reports, dashboards and other artifacts.[8]

The Insight Hub maps all 166 regulations to a unified library of 80 risks and 116 controls. Credo AI says full access to the Hub is free, and that its AI Governance Experts update the Hub continuously. Credo AI's platform automatically records every decision made during the governance process, creating a paper trail that customers can use to audit their internal governance processes.[9][10]

Credo AI says its platform is adopted by Mastercard, Booz Allen, and early Fortune 500 pioneers. Credo AI says it has expanded to 30+ enterprise partners including Microsoft, IBM, Databricks. Mastercard says features like AI Registry and Vendor Registry have allowed it to maintain control of all AI use cases. One customer quoted by Credo AI says the platform accelerated its ability to comply with the EU AI Act by at least 10x the speed of doing it manually.[1][9][11][12][13][14][16]

Credo AI on the record

Sources

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

Operant AI full record

  1. [1]Operant AI - Secure Your AIOperant AI · undated page, accessed September 27, 2026 · Tier A
  2. [2]Operant ai launches agent protector the first real time agentic security solution enabling safe ai agent innovation at scaleOperant AI via GlobeNewswire · globenewswire.com · published February 5, 2026 · Tier A
  3. [3]Operant ai secures 10m series a to protect the modern cloud across apis applications and aiOperant AI via GlobeNewswire · globenewswire.com · published September 12, 2024 · Tier A
  4. [4]Operant AI Endpoint Protector secures AI agents and MCP toolsHelp Net Security · published May 4, 2026 · Tier B
  5. [5]Pricing - AI & Agent Security Platform | Operant AIOperant AI · undated page, accessed November 10, 2026 · Tier A
  6. [6]Agent Protector: Real-Time AI Agent Security | OperantOperant AI · undated page, accessed November 10, 2026 · Tier A
  7. [7]Operant Semantic Firewall | Govern AI Agents in Real TimeOperant AI · undated page, accessed November 10, 2026 · Tier A
  8. [8]Operant MCP GatewayOperant AI · undated page, accessed November 10, 2026 · Tier A
  9. [9]AI GatekeeperOperant AI · undated page, accessed November 10, 2026 · Tier A
  10. [10]AI Application SecurityOperant AI · undated page, accessed November 10, 2026 · Tier A
  11. [11]API & Cloud Protector | Real-Time API Security | Operant AIOperant AI · undated page, accessed November 10, 2026 · Tier A
  12. [12]Woodpecker: Open Source Red Teaming for AI, APIs & K8sOperant AI · undated page, accessed November 10, 2026 · Tier A
  13. [13]FAQsOperant AI · undated page, accessed November 10, 2026 · Tier A
  14. [14]Start Your Free 7-Day Trial | Operant AI Security PlatformOperant AI · undated page, accessed November 10, 2026 · Tier A

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