# Fiddler AI Observability Now on Google Cloud Marketplace

**Published on:** October 25, 2024  
**Last Edited:** July 1, 2026  
**Author:** Karen He, Principal Product Marketing Manager

## Choose Fiddler AI Observability on Google Cloud Marketplace for Safe and Trustworthy LLM and ML Applications

Fiddler provides a scalable, enterprise-grade AI Observability platform [seamless Google Cloud integration](https://cloud.google.com/blog/topics/partners/built-with-google-ai-achieve-better-observability-for-ml-models-with-fiddler-ai), offering model developers, data engineers, software engineers, and other AI stakeholders the ability to evaluate, monitor, analyze, and improve LLM and ML models. Fiddler provides trust and transparency into AI applications deployed on Google Vertex AI and other Google Cloud AI and ML offerings.

### AI Observability Features
When Fiddler AI and Google Cloud are used together, you gain access to:

- **A single platform for [LLM and ML observability](/content/ai-observability/index.html):** Track a wide range of LLM and ML metrics, including performance, [model drift](/content/guides/how-to-measure-ml-model-drift/index.html), data quality, [hallucinations](/content/blog/detect-hallucinations-using-llm-metrics/index.html), toxicity, [PII leakage](/content/blog/monitor-and-analyze-hallucinations-safety-and-pii-with-fiddler-llm-observability/index.html), [prompt injection attacks](/content/tour/trust-service-for-llm-scoring/index.html), and among other metrics. Maintain peak model performance, safety, accuracy, and privacy with real-time alerts for immediate issue detection.
- [**Rich model diagnostics**](/content/blog/find-the-root-cause-of-model-issues-with-actionable-insights/index.html) **and root cause analysis:** Quickly detect anomalies in LLMs and ML models and identify their root causes for fast issue resolution. Gain deep insights into model outputs and pinpoint the factors influencing behavior for LLM and ML model improvement.
- [**Governance, risk management, and compliance**](/content/ai-governance-risk-compliance/index.html) **:** Meet governance, risk management, and compliance standards with customizable dashboards and reports, providing the necessary AI audit evidence to comply with stringent and developing AI regulations, such as [the EU AI Act](/content/blog/the-eu-ai-act-a-pathway-to-ai-governance-with-fiddler/index.html).
- **Built for the enterprise:** Leverage enterprise-grade scalability and stability to support secure LLM and ML deployments in both SaaS and VPC environments.
- [**Customer-centric**](/content/customers/index.html) **:** Work with Fiddler’s team of AI experts who are deeply committed to the success of your LLM and ML deployments. Align each deployment with your business goals to maximize value and impact.
- [**Responsible AI**](/content/responsible-ai/index.html) **partnership:** Receive white-glove support for advanced AI strategies and applications, helping you build and maintain responsible AI practices that meet your enterprise’s needs.

## Detect and Prevent Adversarial Attacks on LLM Applications

Learn how to:

1. Detect hallucinations causing changes in a LLM chatbot's behavior.
2. Discover attempted prompt injection attacks.
3. Visualize prompts and responses clusters in a 3D UMAP visualization.
4. Perform root cause analysis to identify malicious users and prompts.
5. Create custom metrics and alerts to immediately identify future attacks.

## Streamlined Experience for Google Cloud and Fiddler Customers

Access the Fiddler AI Observability platform through the Google Cloud Marketplace, bringing a unified AI Observability solution to your LLM and ML applications deployed on Google Cloud.

The Google Cloud Marketplace simplifies the procurement process, offering several advantages, including:

- Consolidated billing for easier cost tracking.
- The ability to use pre-approved budgets for greater agility.
- Private offers for negotiating custom terms and pricing.

Accessing Fiddler through the Google Cloud Marketplace helps you with:

- Strategic planning for long-term success.
- Quick onboarding and monitoring of your applications.
- Developing, deploying, and monitoring within a comprehensive solution for high-performing, trustworthy AI applications.

## Get Started

Explore the full potential of Fiddler AI Observability for LLM and ML applications on the [Google Cloud Marketplace](https://console.cloud.google.com/marketplace/product/fiddler-public/fiddler).

Talk to an expert

Experience Fiddler AI Observability for LLM and ML applications deployed on Google Cloud.

[Request demo](/content/demo/index.html)