Validate AI-powered QA automation ROI in 2–3 weeks using AWS-native tools. Typical pilots increase QA coverage from <5% to 50%+ and reduce evaluation time by 35% in 2-3 weeks. D3Clarity delivers an AI-powered Quality Assurance (QA) Automation proof-of-value using Contact Lens and Performance Evaluation on your Amazon Connect instance. Our professional services engagement helps contact centers improve call quality, compliance, and customer satisfaction through real-time sentiment analysis, automated scoring, and actionable insights. We empower organizations to reduce Average Handle Time by up to 25%, increase First Call Resolution by up to 20%, and achieve measurable improvements in Customer Satisfaction and Net Promoter Score. D3Clarity’s implementation delivers a seamless integration with your existing Amazon Connect environment, enabling proof-of-value, operational efficiency, and long-term ROI.