AI governance with watsonx: How decision-makers ensure regulatory compliance, transparency, and efficiency. With BI2run as an IBM watsonx partner for a secure AI future.
AI governance: From an IT issue to executive responsibility
Artificial intelligence is transforming business models, customer interactions, and decision-making processes. However, the more powerful AI becomes, the greater the risk: biased models, opaque decisions, compliance violations. This is precisely where AI governance comes in, and it is becoming a top priority thanks to new regulations such as the EU AI Act.
IBM watsonx.governance offers a holistic solution for managing AI in a transparent, traceable, and legally compliant manner. BI2run supports companies in the implementation process with in-depth watsonx expertise and governance experience at the enterprise level.
What does AI governance mean—and why is it becoming so important?
AI governance refers to the systematic control of AI models throughout their entire life cycle. The aim is to minimize risks such as discrimination, lack of transparency, or data insecurity.
Typical challenges without governance:
- Lack of model transparency (“black box”)
- Hidden discrimination through training data
- Wrong decisions in HR, lending, pricing, etc.
- No structured audits or documentation
With the growing use of generative AI and LLMs, the problem is becoming more acute: decision-makers must now take proactive action—technically, ethically, and legally.
watsonx.governance – IBM’s AI governance module
IBM watsonx consists of three modules:
- watsonx.ai – Create and train AI models
- watsonx.data – Manage data efficiently
- watsonx.governance – Central control and documentation of all AI processes
watsonx.governance enables:
- Classification & risk assessment of use cases
- Automated approval processes
- Live monitoring of performance, bias, fairness
- Documentation via “AI fact sheets” for audits
- Compliance with the EU AI Act, ISO/IEC 42001, BSI standards
Why AI governance is now a top priority for decision-makers
EU AI Act: The new rules of the game for AI
With the EU AI Act, Europe is introducing the world’s strictest AI legislation. High-risk AI – for example in finance, HR, or healthcare – is subject to comprehensive obligations:
| Requirement under the EU AI Act | Implementation with watsonx.governance |
| risk assessment | Use case classification & governance questionnaires |
| transparency | Automated AI fact sheets |
| Monitoring & Control | Live dashboards, alerts, OpenScale |
| auditability | Complete model history & approvals |
BI2run helps companies to efficiently implement these regulatory requirements – without hindering innovation.
Governance as a management task
The introduction of AI governance offers managers measurable advantages:
- Build trust with customers, authorities, and investors
- Secure your reputation through ethics by design
- Minimize risks and avoid penalties
- Accelerate innovation without losing control
watsonx.governance in practice: How it works
- Create and classify use cases
- Train and register models
- Start approval workflow
- Continuously monitor performance, bias, and fairness
- Use governance dashboard for audits and reviews
All processes are documented centrally – and can be traced in the event of an emergency.
Advantages of watsonx.governance at a glance
| Advantage | Description |
| Central platform | All models, risks, and controls in one place |
| Compliance by Design | Templates for EU AI Act, ISO, BSI, etc. |
| Automated monitoring | Alerts for drift, bias, and fairness issues |
| Modular & open | Integration with Azure, AWS, Vertex AI, and more. |
BI2run – Your partner for governance with watsonx
As an IBM watsonx partner, BI2run supports companies in setting up their governance architecture – strategically and practically.
Our services:
- Introduction of watsonx.governance
- Consulting on EU AI Act & ethics guidelines
- Integration into existing systems (Azure, AWS, SAP, etc.)
- Training for teams & management
Your advantage: We combine technical expertise with regulatory understanding – so you can innovate with confidence.
FAQs – Frequently asked questions
What is an AI fact sheet?
An automatically generated document that documents all important model information (bias, data sources, performance, risks, etc.).
Does watsonx also support generative AI?
Yes. watsonx.governance is compatible with generative models such as GPT, LLaMA, Claude & others.
Is the solution compliant with the EU AI Act?
Yes. watsonx.governance was developed specifically for regulatory requirements such as the EU AI Act and ISO standards.
How much does watsonx.governance cost?
Prices vary depending on scope and usage model. BI2run will be happy to advise you individually.
How long does the introduction take?
The first productive results can be achieved in just a few weeks – with BI2run as your implementation partner.
Are there any examples of success?
Yes. BI2run has already successfully implemented governance projects in the finance, energy, and industrial sectors.
Time to act – with BI2run and watsonx.governance
AI governance is no longer optional—it’s mandatory. To ensure trust, transparency, and legal certainty, companies now need a robust solution.
IBM watsonx.governance delivers exactly that—and with BI2run, you have a partner that combines technology, regulatory compliance, and practical experience.
Start your governance journey with BI2run today: Contact us.
