IBM watsonx.governance

AI governance, risk and compliance platform for enterprises running AI at scale

From $3500/mo ibm.com

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Pricing

From $3500/mo

Free trial

Yes

Platforms

WebSelf-hosted

What is IBM watsonx.governance?

IBM watsonx.governance is an enterprise platform for governing AI systems across their lifecycle. It gives organizations an inventory of their AI use cases and models, maps them to risks, controls and policies, and keeps monitoring them for compliance and operational issues.

The platform has a governance graph that shows how AI systems, risks and policies relate to each other. It also detects unapproved "shadow AI" in use across the organization and automates policy enforcement and the capture of compliance evidence. Embedded AI assistants help teams onboard use cases and run governance workflows. A regulatory and risk content library covers a wide range of governance frameworks.

It is aimed at large enterprises with risk, compliance, audit and AI/ML teams. It runs on IBM Cloud, on AWS, or as on-premises software priced by virtual processor cores. A 14-day free trial is available.

Key features

Governance graph linking AI systems, risks, controls and policies
Shadow AI detection across the organization
Automated policy enforcement and compliance evidence capture
Continuous monitoring of AI systems for risk and compliance
Model inventory, documentation and evaluation
AI risk assessment and identification
Regulatory and risk content library for many frameworks
Embedded AI assistants for use case onboarding

Use cases

Who it's for

Enterprise risk and compliance teamsInternal audit teamsAI/ML operations teamsChief data and AI officers

Regulatory compliance for AI

Map AI initiatives to regulations and frameworks and collect compliance evidence automatically.

Finding unapproved AI usage

Discover unmanaged AI tools and models in use across teams and bring them under governance.

Model risk monitoring

Continuously monitor deployed models for operational issues and emerging risks, with alerts.

Scaling AI use case approvals

Onboard and govern large numbers of AI use cases. Infosys reports governing over 2,700 of them.

IBM watsonx.governance pricing

From the vendor's site, checked Oct 26, 2026; we re-check prices monthly. Prices change — confirm on their pricing page.

Trial

14 days

Free

Free trial instance
Shared environment

Model Management

pay as you go

Starting at $0.64

IBM Cloud
30-day trial
Model inventory, evaluation and monitoring

Risk & Compliance - Basic

month

Starting at $3,500

IBM Cloud
1 basic instance, 1 module, 1 concurrent user
Add-on concurrent users up to 25

Risk & Compliance - Advanced

month

Starting at $6,450

Enterprise software
1 advanced instance, 1 module, 1 concurrent user
Add-on concurrent users up to 200

watsonx.governance on AWS

not stated

Starting at $42,000

1 basic instance, 5 AI use cases
12,000 evaluations, 25 concurrent users
Add-on use case packs of 10

Cost for a team, per month	1 person	5 people	20 people
Risk & Compliance - Basicflat, up to 25	$3,500	$3,500	$3,500
Risk & Compliance - Advancedflat, up to 200	$6,450	$6,450	$6,450

Billed yearly where the plan offers it. — means the plan doesn't allow that many people.

Which plan do you need?

People

Resemble AITeam$280/mo
SEONStarter$699/mo
IBM watsonx.governanceRisk & Compliance - Basic$3,500/mo

The cheapest paid plan with a published price that fits. Custom and sales-quoted plans aren't included.

How IBM watsonx.governance compares

IBM watsonx.governance has no free plan, while 1 of the 4 alternatives below has one.
It has no public API, unlike all 4 others.

Tool	Starts at	Free plan	Free trial	API	Open source
IIBM watsonx.governance	$3500/mo	—		—	—
RResemble AI	$280/mo	—	—		—	IBM watsonx.governance vs Resemble AI
RReality Defender	—		—		—	IBM watsonx.governance vs Reality Defender
SSift	Quote	—	—		—	IBM watsonx.governance vs Sift
SSEON	$699/mo	—			—	IBM watsonx.governance vs SEON

The closest alternatives in our directory by category. “Starts at” is the cheapest paid plan per month, as each vendor lists it.

Who's behind IBM watsonx.governance

Company: IBM Corporation
Based in: Armonk, United States
Founded: 1911
Founders: Charles Ranlett Flint, Thomas John Watson, Sr.
Part of: Berkshire Hathaway

From IBM watsonx.governance's own about, terms and privacy pages and Wikidata, checked Oct 28, 2026.

Pros and cons

Strengths

14-day free trial with included credits
Deploys on IBM Cloud, AWS or as on-premises software
Named a Leader in Gartner, IDC and Forrester AI governance reports
Large library of regulatory and risk content

Limitations

Risk & Compliance plans start at $3,500 per month
Base plans include only 1 concurrent user
Listed prices are indicative and vary by country
Software edition pricing is based on VPCs and not published

IBM watsonx.governance FAQ

Is there a free trial?

Yes. There is a 14-day free trial in a shared environment with included credits. The Model Management plan also has a 30-day trial.

How much does it cost?

Model Management starts at $0.64 pay as you go. Risk & Compliance Basic starts at $3,500 per month and Advanced at $6,450 per month. The AWS offering starts at $42,000.

Can it run on-premises?

Yes. It is available as software, priced by the number of virtual processor cores. It is also offered on IBM Cloud and AWS.

What does it do?

It inventories, monitors and governs AI systems. It covers risk assessment, policy enforcement, shadow AI detection and regulatory compliance.