Organizations deploying AI agents face a critical challenge: ensuring reliable performance at scale. As enterprises accelerate their adoption of agentic workflows, the need for robust evaluation and monitoring tools has never been more urgent. Today, we're excited to announce that Qualifire is now available on AWS Marketplace across three categories: AI Security, Observability, and AI Agents.

Bringing Enterprise Grade AI Reliability to AWS

This integration brings Qualifire's Small Language Model Judges and its comprehensive agent evaluation platform directly into enterprise AWS ecosystems. AWS's dedicated category reflects the growing maturity of the agent space and the demand for specialized infrastructure to support production deployments.

For teams building AI systems this means immediate access to the tools needed to ensure reliability and evaluate performance. Removing the lengthy vendor onboarding process, making it simple to integrate with Qualifire SLM judges, evaluation and guardrail capabilities within your current AWS environment.  

By joining AWS Marketplace, we’re removing traditional barriers that can slow down AI initiatives and streamlining the path from initial evaluation to full scale production monitoring. Making it easier for enterprises to access, purchase and implement Qualifire using their existing AWS infrastructure and billing relationships.

Qualifire real time reliability platform

Qualifire delivers reliability across the entire AI lifecycle with evaluation and guardrails at a fraction of the cost.

Built specifically for agents, RAG, and chatbots, our platform combines automated SOTA evaluations with industry leading contextual guardrails. Our SLM judges achieve the best performance benchmarks in the industry. We help track reliability, stability and consistency across every interaction.

Qualifire’s context aware guardrails stop problems before they happen. With continuous evaluation and real time safeguards, Qualifire works with any model or framework to ensure your AI performs reliably from development through production.

Discover Qualifire on AWS Marketplace