Both products govern AI. They are built for different buyers. OneTrust is an enterprise trust platform that adds controls inside the AI systems themselves. 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, board reporting, training, incidents, and setup without a sales cycle.
Customer scale, runtime controls on prompts and outputs, native cloud AI connections, agent permissions and privacy depth.
AI inventory and shadow AI, risk tiering against the EU AI Act, NIST AI RMF and ISO 42001, approvals, vendors and audit evidence.
GOVERNBOX.ai prices are on its pricing page. OneTrust quotes each buyer.
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.
Customized pricing
The pricing page shows no dollar amounts. It offers a “Get Customized Pricing” form for a personalized quote.
Pricing is “based on admin users and AI inventory”, and an account executive moves you to the next tier as usage grows.
Source: onetrust.com/enterprise-pricing
16 areas a mid-size organization is asked about by auditors, boards and funders. Where OneTrust’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 ProContinuous discovery of AI across your environments, with who owns it, its lifecycle status and its dependencies. Detects shadow AI.
How risky is each use, and why?
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.
Basic Starter · Full and heat map ProEU AI Act, NIST AI RMF and ISO 42001 templates. Tiers risk automatically by use case, system, deployment context or data sensitivity, and re-checks it when a model, agent, dataset or usage pattern changes.
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.
StarterSeeded AI policies and GenAI guardrails aligned to NIST AI RMF and the EU AI Act. Generated board-ready policy documents are 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 AgencyEU AI Act, NIST AI RMF and ISO 42001 templates. The wider site covers GDPR and U.S. privacy. Colorado and other U.S. state AI laws are not named on its AI Governance or EU AI Act pages.
Can it stop sensitive data reaching a model?
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.
An AI Guard SDK embedded in application code allows, redacts or blocks prompts and model outputs, can trigger escalation or re-review, and routes violations to an owner. Log analysis with PII detection.
Does it plug into where models run?
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 ProAmazon Bedrock, Microsoft AI Foundry, Google Vertex and Databricks Unity Catalog out of the box, plus Jira and Palo Alto Networks. The platform cites data discovery across 200+ connectors.
Can it control 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 AgencyRegisters agents with a defined purpose, enforces their permissions and allowed actions, enforces MCP policies with audit logs, and governs multi-agent handoffs.
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.
StarterIntake, approval, attestation and sign-off workflows, routed to owners by risk, with exceptions tracked.
What about AI you buy?
Vendor registry. Questionnaires answered through a private vendor portal. Vendor risk rolls up into the portfolio view.
Starter · questionnaires ProApplies the same risk evaluation to homegrown and third-party AI.
How far does privacy go?
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 ProPrivacy is one of the governance areas on its platform, which runs on a shared data model and cites AI-driven data discovery and classification across 200+ connectors.
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.
ProA continuous audit trail from intake through production monitoring, showing control ownership, policy history, exceptions and remediation status.
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 ProMeasures policy violations, guardrail detections and enforcement actions by system. A 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.
StarterAI literacy and staff training are not described on its AI Governance or EU AI Act pages.
What happens when AI fails?
Incident Log. Pro adds an EU AI Act Article 73 reportable flag for serious incidents.
Basic Starter · Full ProEscalates unresolved or high-impact issues to governance and security teams. 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.
Says “14,000+ customers, large and small, rely on OneTrust.” Guidance for nonprofits or the public sector is not described.
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 call and a personalized quote. The platform lists sandbox environments, customer-managed encryption keys and attribute-based access control.
If any of these is your top need, OneTrust is the better choice.
14,000+
OneTrust says more than 14,000 customers, large and small, rely on it. That brings peer references and a large partner network.
GOVERNBOX.ai is a newer, smaller company. You get the founder's direct attention, not a deep bench of reference customers.
Allow · Redact · Block
An SDK in your application code acts on live prompts and outputs, and native connectors reach Bedrock, AI Foundry, Vertex and Databricks.
GOVERNBOX.ai governs the program around your AI. It does not filter what staff type into AI tools.
These are the gaps between what OneTrust’s public pages describe and what a mid-size organization usually needs. Ask for a written answer.