Guardrails and Evaluation for the Agentic Era
Continuous evaluation, real time guardrails and pre production agentic testing. Made for agents, RAG and chatbots.

Faster
Cheaper
Reliable AI
Trusted by Leading AI Innovators

Small judges, low latency, lowest cost
Qualifire provides a set of SOTA judge models tailored to your business domain and policies, ensuring industry leading real time detection and response.
Meet the judges that power reliable AI
Discover the SLMs built for speed, precision, and cost efficiency. Each one specializes in a critical reliability task.
Product Capabilities
Prompt Management
Streamline prompt engineering with safety and quality built in
Rogue
Automatically test, evaluate and harden AI agents using A2A protocol
Customized evaluations
SOTA models purposely built to evaluate your LLM application
Real time enforcement
Detect and block unwanted AI behaviours for Chatbots, RAG and multi agent application
Tracing and observability using OTEL
Monitor, evaluate and control multi agent applications

Easy Integration
api_key: process.env.OPENAI_API_KEY,
base_url: "https://proxy.qualifire.ai/api/providers/openai",
default_headers: {
"X-Qualifire-Api-Key": `${process.env.QUALIFIRE_API_KEY}`,
},
)
apiKey: process.env.OPENAI_API_KEY,
basePath: "https://proxy.qualifire.ai/api/providers/openai",
baseOptions: {
headers: {
”X-Qualifire-Api-Key”: `${process.env.QUALIFIRE_API_KEY}`,
},
},
});
const openai = new OpenAIApi(configuration);
api_key=os.environ[“OPENAI_API_KEY”],
base_url=”https://proxy.qualifire.ai/api/providers/opeai”,
default_headers={
”X-Qualifire-Api-Key”: f”{os.environ[‘QUALIFIRE_API_KEY’]}”,
},
)
client = qualifire.client.Client(
api_key=”YOUR API KEY”,
)
input=”what is the capital of France”,
output=”Paris”,
prompt_injections=”True”,
pii_check=”True”,
hallucinations_check=”True”,
grounding_check=”True”,
consistency_check=”True”,
assertions=”don\’t give medical advice’”,
dangerous_content_check=”True”,
harassment_check=”True”,
hate_speech_check=”True”,
sexual_content_check=”True”,
)
Jump into the Playground
Chat, poke and watch Qualifire flag hallucinations and policy breaks live. Zero setup, just play.



Reliable AI starts here
Evaluate, guard, and observe every agent action with high precision SLM judges built for production scale.















