Non Functional Testing of AI Systems Services for Enterprise Teams

Each Non Functional Testing of AI Systems engagement includes discovery and risk scoping, test scenario design, execution using tools such as Promptfoo, Garak LLM Vulnerability Scanner, k6, vLLM, defect triage with root-cause context, and structured release readiness reporting.

We select tools that match your architecture and team workflows, commonly including Promptfoo, Garak LLM Vulnerability Scanner, k6, vLLM, Triton Inference Server, alongside standard issue trackers and CI/CD runners.

Core work products include: AI Red Teaming & Prompt Injection Security Assessment; Concurrency & Inference Latency Benchmark Report; Token Usage Optimization & Cost Reduction Playbook; Hallucination Rate & Output Faithfulness Scorecard. All test assets, scripts, and reports are handed over to your engineering team.

We align test execution with your sprint cadence and deployment gates so checks run continuously alongside development rather than acting as a late-stage bottleneck.

Use the proposal form on this page or reach us at business@qastonglobal.com or +91 97873 30696 to share your application stack, timeline, and quality objectives.