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
Protect your application in real time from typed
while taking context into account.
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.
Rogue: Dynamic Testing Framework for Agents
Rogue red teams and evaluates your agent to look for both security and reliability flaws
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.
Reliable AI starts here
Evaluate, guard, and observe every agent action with high precision SLM judges built for production scale.















