Both products govern AI. They are built for different buyers. Credo AI is an enterprise platform that connects to where models and agents are built and run, with an advisory team to implement it. GOVERNBOX.ai is a self-service governance program for a 20–500 person organization that must answer to a board or a funder.
Published price, cited policy documents, U.S. state AI law coverage, privacy, board reporting, incidents, and setup without a sales cycle.
Enterprise customers and analyst recognition, technical AI testing and monitoring, integration breadth and agent governance.
AI inventory and shadow AI, approvals, vendor AI, audit evidence, and staff training.
GOVERNBOX.ai prices are on its pricing page. Credo AI does not publish prices.
20% off every plan for nonprofits, shown on the page and applied at checkout. Pay by card or U.S. bank account (ACH) on every plan.
Not published
Credo AI's site shows no price list. It offers a demo and “Talk to an Expert”.
Implementation is offered through Credo AI Advisory: hands-on platform deployment and custom integration.
Source: credo.ai
16 areas a mid-size organization is asked about by auditors, boards and funders. Where Credo AI’s public pages don’t describe something, we say so. That doesn’t mean they lack it, so ask in a demo.
Can you prove who owns each AI system?
AI Use Case Log with a named owner per system, an AI Systems registry and an agents inventory. Shadow AI found by a browser extension and a staff reporting link. Pro adds identity-provider (such as Okta) and CASB imports, plus Zapier, Jira and ServiceNow intake.
Starter · imports ProA centralized inventory of agents, models, apps and shadow AI. Agent cards record each agent's purpose, tools, data sources and guardrails, with a dependency graph across agents, models, tools and data.
How risky is each use, and is it tested?
Screens for EU AI Act banned uses first and blocks approval. Then suggests a tier from rights impact, data sensitivity and human oversight, with a plain-language reason. Includes impact assessments and a Risk Register with scoring. No model testing.
Basic Starter · Full and heat map ProAn agentic risk assessment library with mapped controls, policy inheritance and aggregate risk scoring, and automated red-teaming and drift detection.
Do you get board-ready documents?
Writes your AI use policy, acceptable-use standard and other documents from a reviewed control library. Every clause cites the control it came from. A person reviews before export to Word or PDF.
StarterGenerates audit artifacts, transparency reports and disclosures from tracked evidence, with report templates for non-technical stakeholders. Drafting an organization's own AI use policy is not described.
Which rules does it map you to?
NIST AI RMF, ISO/IEC 42001 and 43 U.S. state AI laws, the Colorado AI Act among them, on Starter. Pro adds ISO/IEC 42005, SOC 2, NIST SP 800-53, NIST CSF 2.0, CCPA and the NAIC AI bulletin. Agency adds the EU AI Act, GDPR, HIPAA and 20+ countries.
Starter · more on Pro and AgencyPolicy packs for the EU AI Act, NIST AI RMF, ISO 42001, SOC 2, NYC Local Law 144 and Colorado SB21-169, the insurance anti-discrimination law. The Colorado AI Act and other state AI laws are not named.
Does it watch AI systems as they run?
No. GOVERNBOX.ai does not sit between people and AI tools or watch models run. Agent signals are stored as counts only, never prompts or traces.
Trace ingestion and continuous evaluation, real-time compliance monitoring and alerts, custom guardrails, and trace-level policy enforcement.
Does it plug into your stack?
REST API, signed webhooks, an MCP server for your own agents, Zapier, Jira and ServiceNow intake, and identity-provider and CASB imports. No native Bedrock, Azure or Databricks connector.
API read Starter · write Pro · webhooks ProNamed connections including AWS, Azure, GCP, Databricks and Snowflake, plus custom APIs, webhooks, SDKs and connectors.
Can it govern what agents do?
Registers agents and records a pause decision. An Admin can pause, and leaving an emergency pause needs a second Admin. GOVERNBOX.ai never stops or deletes an agent. Zero-trust checklist on Agency.
Starter · control Pro · zero-trust AgencyAn agent registry with agent cards and MCP server governance. Agent Governor is a research preview, and enforcement through CI/CD, CASBs and API gateways is listed as planned.
Who signs off, and is it tracked?
Use-case approval, attestations, a drag-and-drop project board, notifications and a calendar. Recorded governance meetings are locked once recorded, and corrections are dated notes.
StarterGovernance workflows with approval gates and human-in-the-loop escalation.
What about AI you buy?
Vendor registry. Questionnaires answered through a private vendor portal. Vendor risk rolls up into the portfolio view.
Starter · questionnaires ProRegister third-party AI, apply a policy pack to a vendor's tool, and the vendor provides evidence through a vendor portal. Also free AI vendor risk profiles.
Does it run your privacy work too?
Privacy program, PIAs, privacy policy, data inventory, data flows, retention schedules, privacy requests, processor agreements and notices. AI privacy documents such as the AI PIA and DPIA addendum.
Starter · paperwork ProA privacy program module is not described on its product page.
Can you prove it to an auditor?
Control Evidence Ledger with a verdict per control drawn from your own records, plus an Audit Packet and an append-only audit log.
ProAutomated evidence generation and audit trails, ISO 42001 audit-ready evidence, and EU AI Act conformity assessment support.
What do you hand the board?
A quarterly Board Report on your fiscal quarters, with a maturity score and past snapshots, and a risk portfolio chapter on Pro.
Starter · portfolio ProReport templates that turn evidence into insights for non-technical stakeholders. A quarterly board report is not described.
Can you show staff were trained?
A training plan with acceptable-use acknowledgements on record. A separate AI governance certification course for the person running the program.
StarterThrough Credo AI Advisory: executive education, hands-on workshops and AI governance literacy programs. Tracking training inside the platform is not described.
What happens when AI fails?
Incident Log. Pro adds an EU AI Act Article 73 reportable flag for serious incidents.
Basic Starter · Full ProReal-time compliance alerts and human-in-the-loop escalation. An incident log, or reporting serious incidents to authorities, is not described.
Will a non-specialist manage it?
Written for directors and boards, with guidance tuned to nonprofits, associations, the public sector and SMBs. A free 15-question Readiness Scorecard, and paid advisory from the founder when you need it.
Built for enterprises “across insurance, financial services, federal, and healthcare.” Its advisory team trains legal, privacy, IT, data science and product teams.
How fast can you start?
Buy online at a listed price. The product is built so a first package (policy, acceptable-use standard, inventory started, crosswalk run) takes under an hour.
A demo and a conversation with an expert. Advisory offers maturity assessments, a customized blueprint, platform deployment and custom integration.
If any of these is your top need, Credo AI is the better choice.
Mastercard · Verisk · Booz Allen
Credo AI names customers including Mastercard, Verisk, AdeptID, Madrigal Pharmaceuticals and Booz Allen, and lists “Forrester Wave™ Leader” among its industry recognitions.
GOVERNBOX.ai is a newer, smaller company. You get the founder's direct attention, not a roster of Fortune-scale references.
Red-team · Drift · Traces
Automated red-teaming, drift detection and continuous evaluation of ingested traces, connected to AWS, Azure, GCP and Databricks.
GOVERNBOX.ai governs the program around your AI. It does not test models or read their traces.
These are the gaps between what Credo AI’s public pages describe and what a mid-size organization usually needs. Ask for a written answer.