Guardrails and Evaluation,
for the Agentic Era
Stop overpaying for LLM judges. Get better accuracy and precision with SLM judges at a fraction of the cost
Accurate %
F1 score
Latency
Real-time Protection
Block fraudulent, unauthorized and policy violating outputs in real time, preventing them from reaching customers.
Agentic Testing
Framework
Validate agents workflows across real world scenarios, multi step flows, reproduce failures with deterministic artifacts.
Contextual
Evaluation
Small language model judges based evaluation for unparalleled speed, accuracy at a fraction of the cost.
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Real-time Protection
Block fraudulent, unauthorized and policy violating outputs in real time, preventing them from reaching customers.
Agentic Testing
Framework
Validate agents workflows across real world scenarios, multi step flows, reproduce failures with deterministic artifacts.
Contextual
Evaluation
Small language model judges based evaluation for unparalleled speed, accuracy at a fraction of the cost.
Download use case:
A mid market online investment firm uses an AI agent to handle client requests, such as checking account balances, provide portfolio performance summaries and retrieve current stock and interest rates. To scale automated support without adding execution risk, the firm partnered with Qualifire.
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Frequently Asked Questions
How does Qualifire integrate with our LLMs/agents?
We run lightweight judge models in-line; minimal code changes and connectors for common stacks (APIs…)
Is my data private?
Yes — we offer on your cloud, hybrid, and fully on-prem deployments
How do you avoid slowing production?
Qualifire’s small language models are built with production constraints in mind, delivering ultra-low inference latency and minimal resource overhead to preserve throughput while leading the industry on accuracy and latency benchmarks.
Security & Compliance at Qualifire
SOC 2 type: II Compliant – Independently audited against industry standards for security, availability, and confidentiality.
Data Protection by Design – End-to-end encryption (in transit & at rest) with strict access controls.
Tenant Isolation – Logical multi-tenancy and data segregation to ensure customers’ data remains fully separated.
Penetration Testing – Regular independent penetration tests validate and strengthen our security posture.
Disaster Recovery & Resilience – Redundant infrastructure and tested recovery procedures safeguard availability.