IBM watsonx empowers businesses with enterprise-grade AI capabilities and cutting-edge foundation models to drive impactful results.
As an integration partner, Deeploy simplifies the onboarding of IBM watsonx models, enabling organizations to stay in control of their AI. With real-time risk management, transparency, and compliance built directly where the models operate, Deeploy helps you confidently scale your AI systems.
Onboard your IBM watsonx models

Deeploy makes onboarding any IBM watsonx model simple. All you need is your IBM Watsonx account, model endpoint, and an access token to get connected.
For detailed guidance on how to set up your IBM watsonx models, check out our documentation.
Gain full oversight across all models


Once onboarded, IBM watsonx models can be easily added to any workspace or team within Deeploy. From there, Deeploy’s centralized model registry provides complete visibility and control.
- View all models across your organization in one place.
- Quickly assess risk levels and compliance statuses.
- Access a high-level summary of key model details and performance metrics.
This bird’s-eye view empowers your team to maintain tight control over every aspect of your AI systems.
Access real-time monitoring & performance tracking

With real-time performance tracking and alerts, Deeploy allows you to quickly spot and address potential issues like model drift before they become problems.
- Monitor traffic and activity.
- Assess model accuracy and precision.
- Detect data drift.
- Set alerts and get notified when critical thresholds are reached.
Improve transparency & compliance with regulations
In today’s regulatory landscape, including regulations such as the EU AI Act, compliance is non-negotiable. Deeploy helps simplify this process, empowering you to stay compliant and build trust in your AI systems.
- Access audit trails of model predictions for full transparency and accountability.
- Centralize critical documentation, such as model cards, data cards, compliance documentation, in one place.
- Access pre-made checklists and compliance templates or upload your own.
Frequently asked questions
Can I connect IBM watsonx models to Deeploy without changing my infrastructure?
With external deployments, your models continue to run on IBM’s infrastructure. Deeploy layers governance and monitoring on top. For deeper functionality like built-in explainability, you can migrate models to fully managed deployments on Deeploy’s infrastructure.
Can I view and log IBM watsonx model predictions in Deeploy?
Yes. Deeploy can log every input/output interaction with your IBM watsonx models. This is essential for audit readiness, traceability, and debugging. You can enable or disable logging based on your privacy or data handling requirements.
How does this help with AI compliance (e.g., EU AI Act, ISO 42001)?
Deeploy tracks model usage, performance, ownership, and documentation, all in one place. It supports control frameworks, audit logs, human-in-the-loop decisions, and alerting, all key capabilities for demonstrating compliance with key AI regulations such as the EU AI Act.


