Workforce Optimization & Conversational Analytics with Amazon Connect Contact Lens
Transform Contact Center Operations from a Cost Center into a Value Engine
Harness Amazon Connect’s Contact Lens and Workforce Optimization tools to analyze every customer interaction, automate quality assurance, and improve agent performance. IVI integrates AI-driven insights, forecasting, and automation into your operations, turning data into measurable business outcomes.

Why Conversation Intelligence is the Future of CX
Traditional quality assurance only captures a fraction of customer interactions, leaving valuable insights untapped. With Amazon Connect Contact Lens, you can analyze every conversation, identify emerging issues, and coach agents in real time, all within your cloud contact center.
The Problem with Manual QA and Fragmented Data
Legacy call monitoring relies on random sampling and manual review. As a result:
- Only 1-3% of interactions are analyzed
- Coaching is reactive, not real-time
- Compliance and sentiment insights arrive too late
Result: Inconsistent performance and missed opportunities to improve customer experience
Real-Time Intelligence for Every Interaction
Amazon Connect Contact Lens uses AI-driven speech and text analytics to automatically detect sentiment, trends, and compliance violations.
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Sentiment tracking for every customer interaction
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Keyword and topic detection for trend analysis
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Real-time alerts for agent assistance and compliance
Result: Immediate insight into what's driving satisfaction, frustration, and resolution rates - with data to act instantly
Empower Agents Through Continuous Feedback
IVI helps design workflows where insights feed directly into coaching and performance management.
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Configure custom scorecards aligned to KPIs
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Automate coaching notifications based on key triggers
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Integrate with performance tools like Salesforce or ServiceNow
Result: Agents receive timely, data-driven feedback that drives measurable improvement and higher CSAT scores.
Drive Compliance, Reduce Risk
Contact Lens automatically detects policy violations and sensitive data disclosures, ensuring adherence to compliance frameworks such as HIPAA, PCI, and GDPR.
Result: Continuous monitoring protects both customers and your brand without adding manual workload.
IVI's Approach to Workforce Optimization
Our engineering-led process integrates Contact Lens, Amazon Connect, and your analytics or CRM stack to deliver a unified view of performance and outcomes.
Phase 1 – Discovery & KPI Alignment
We begin by identifying what success looks like, defining metrics such as First Contact Resolution (FCR), Average Handle Time (AHT), and Customer Sentiment scores.
Result: A clear baseline and measurable goals for performance optimization.
Phase 2 – Configure Contact Lens for Insight
We design and configure sentiment models, keyword tracking, and alerting based on your business and compliance needs.
Result: AI-driven insights automatically surface trends and opportunities for improvement.
Phase 3 – Integrate Data & Automate Workflows
Using AWS Lambda and Amazon Kinesis, we connect Contact Lens analytics to your CRM, BI, or WFM systems.
Result: A seamless, automated feedback loop between customer data and workforce management.
Phase 4 – Launch Dashboards & Coaching Framework
We build intuitive dashboards and agent scorecards in Amazon QuickSight or your existing analytics tools.
Result: Real-time visibility into performance, sentiment, and compliance metrics across the organization.
Phase 5 – Optimize Continuously with Aegis CX
Once deployed, your solution is supported and continuously improved under our Aegis CX co-managed model.
Result: Ongoing optimization ensures your analytics and performance management evolve with your business.
Why Enterprises Choose IVI for CX Analytics
Differentiator | IVI Advantage |
AWS-Certified Expertise |
Deep experience across Connect, Contact Lens, and AWS AI/ML services. In addition to our AWS-Certified Engineers Intelligent Visibility is a Connect Competency Partner, demonstrating our proven expertise is designing, building, and supporting Amazon Connect clients.
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Outcome-Driven Design
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Solutions architected around KPIs and true business impact, not just technology. |
Seamless Integration
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Connects easily with CRM, WFM, and BI ecosystems |
Actionable Analytics
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Real-time dashboards that turn data into decisions |
Continuous Optimization
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Delivered and supported through our Aegis CX co-managed services |
Common Amazon Contact Lens Use Cases
- Real-Time Sentiment Analysis
- Automated QA and Compliance
- Performance Coaching
- Voice of the Customer Programs
- Operational Efficiency
Our Technology Ecosystem



Start Turning Conversations into Competitive Advantage
Stop guessing what drives your customer experience, start knowing. Let IVI help you unlock the power of conversation analytics and workforce optimization with Amazon Connect Contact Lens.quicksight
Let’s start with an assessment. We’ll give you a clear path forward with zero guesswork.
FAQs: Amazon Connect Contact Lens
What is Amazon Connect Contact Lens
Amazon Connect Contact Lens is an AI-powered analytics service that analyzes calls and chats in real time to detect sentiment, compliance, and trends.
How does Contact Lens improve agent performance?
It automatically scores interactions, flags coaching opportunities, and enables managers to give targeted feedback based on data, not assumptions.
Can Contact Lens integrate with my existing CRM or WFM tools?
Yes. IVI integrates analytics with CRMs, WFM, and BI tools using AWS Lambda, Kinesis, and APIs to create a unified feedback loop.
Does Contact Lens support compliance monitoring?
Absolutely. It detects policy violations, identifies sensitive data, and helps enforce compliance with frameworks like HIPAA, PCI, and GDPR.
What kind of results can we expect?
Most organizations see measurable improvements within weeks, including reduced Average Handle Time, higher CSAT, and stronger agent engagement..
Experience the Difference: Proven Expertise, Tangible Results?
Mastering complexity is our specialty. With decades of hands-on experience, our team excels in executing intricate cloud integrations, critical contact center migrations, and future-focused network transformations, successfully delivering hundreds of projects for enterprise clients across diverse industries.






