AI Assurance

Validating GenAI and AI/ML systems to reduce risk, build trust, and ensure real-world reliability.

Overview

The trusted way to assure evolving systems

QK’s AI Assurance services help CXOs and AI teams deploy Gen AI and ML that is safe, explainable, and business-ready. From controlling LLM hallucinations to testing fairness, drift, and bias, we close hidden risk gaps that impact customer trust and compliance.  

Our AI-led proprietary & partner solutions, Nimbus & DevRev, validate accuracy from prototype to production, with domain-specific checks and continuous monitoring. 

Thought Leadership

See Results in What Matters

Navigating the Transition from ML Engineering to AI Engineering

Services

Our end-to-end approach

GenAI Assurance

Get insights into your chatbot with QK’s GenAI Assurance. We test data, prompts, APIs, and UI through real interactions to ensure chatbots understand customers and respond reliably. 

Covering 60+ checks, including tone, memory, hallucination, fairness, the platform supports LLM-based systems, including RAG and hybrid architectures, and introduces a proprietary non-LLM evaluation approach.  

Automated Testing for Enterprise AI/ML Applications

Streamline AI assurance with automated, explainable testing across the ML lifecycle. With DevRev orchestration, we keep enterprise AI/ML applications, including tabular models and other high-stakes predictive systems, reliable in production. 

QK detects bias, drift, and performance gaps early using frameworks like SHAP, AIF360, and Deepchecks, with CI/CD integration for faster, audit-ready releases. Role-based dashboards and templates align data science, QA, and governance teams in regulated industries.

Quantifiable proof points

Excellence in metrics

60+

business-relevant checks

50%-70%

50–70% faster release cycles with automated model validation

Reduced drift-related production failures by

60%

Customer Benefits

25 years of outcomes you can count on

Early detection of bias, drift, and degradation

Faster ML delivery with CI/CD quality gates

Collaboration across data, QA, and compliance

Explainability built into every testing step

Reduced downtime through proactive model assurance

Simplified audits with built-in governance

PLATFORMS

Accelerate toward outcomes

Nimbus

A unified Al QA framework enables rapid and automatic testing of GenAl bots across nine trust dimensions, ensuring reliability, reducing QA cycles, offering model-agnostic compatibility, and industry-specific datasets for faster, higher-quality deployments. 

DevRev (Internal IP)

Orchestrate intelligent test cycles with a ticket-driven QA engine that spans your AI/ML delivery pipeline, offering unified insights for enterprise teams. 

Custom-built Python Framework

Simplify complex AI testing with an intuitive, flexible platform tailored for both beginner and expert QA professionals. 

SUCCESS STORIES

Challenges we’ve solved for our clients​

QK Helps Leading Indian Insurer Evaluate its Gen AI-powered Chatbot

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