Call Scoring for AQM: The Key to Better CX and Agent Performance
In today’s competitive business landscape, delivering exceptional customer service is more important than ever. Call scoring plays a crucial role in ensuring customer interactions are effective and compliant and result in positive outcomes. However, traditional call-scoring methods often rely on manual reviews, which can be inconsistent, time-consuming, and prone to bias.
With advancements in Interaction Analytics, businesses can now leverage AI for call scoring to gain deep insights into customer interactions across calls, texts, and emails. Xdroid’s Interaction Analytics solution is powered by its proprietary LLM, Xdroid IQ, offering state-of-the-art offline analytics and AI-driven Automated quality monitoring with call scoring to help organisations enhance customer experience, boost agent performance, and optimise business operations.
What is Call Scoring for AQM?
Call scoring is the process of evaluating customer interactions based on predefined metrics such as customer sentiment, agent performance, compliance adherence, and service quality. By systematically assessing each call, businesses can measure key performance indicators (KPIs), ensure consistent service, and identify areas for improvement.
How Does AI-Powered Call Scoring Work?
Traditionally, call scoring relied on manual audits where supervisors would listen to a small percentage of calls and score them based on subjective criteria. This method was inefficient and lacked scalability.
Under Xdroid’s Automated Quality Management (AQM), AI and customer interaction data are leveraged for a more precise call scoring process.
Businesses can now:
✅ Automatically analyse and score every conversation based on predefined KPIs.
✅ Monitor sentiment, tone, and compliance.
✅ Generate actionable insights to improve customer satisfaction and agent performance.
This process is further enhanced with Xdroid’s Retrieval Augmented Generation (RAG) functionality, allowing businesses to integrate proprietary data into the AI-driven call-scoring model. They can generate customised AI scorecards for increased accuracy and customisation in the evaluations.
Benefits of AQM and Call Scoring for Businesses
1. Improved Customer Experience
- Identifies common customer pain points and areas for improvement.
- Tracks customer sentiment and satisfaction.
- Ensures faster issue resolution through AI-powered insights.
2. Enhanced Agent Performance
- Provides automated and unbiased performance evaluations.
- Offers personalised feedback to help agents improve.
- Identifies training gaps and improves coaching programs.
3. Better Compliance and Risk Management
- Ensures adherence to regulatory and industry standards.
- Detects potential compliance violations before they escalate.
- Reduces legal risks by flagging non-compliant interactions.
4. Actionable Insights for Management
- Generates data-driven reports to guide decision-making.
- Identifies trends to optimise workflows and agent scripts.
- Enables proactive strategy adjustments to enhance service quality.
5. Increased Efficiency and Revenue Growth
- Reduces manual workload with AI-powered call scoring automation.
- Improves first-call resolution rates, reducing customer churn.
- Enhances operational efficiency, leading to higher profitability.
Why choose Xdroid
Xdroid, with its advanced solutions, truly revolutionises the Quality Monitoring process with AI-driven call scoring and evaluation. Here are the three ways in which Xdroid changes the game:
AI-Powered Call Scoring with RAG
Xdroid’s solutions come equipped with its proprietary LLM, Xdroid IQ. The model offers a comprehensive evaluation and AI-driven insights on 100% of the customers’ interactions. Additionally, its Retrieval-augmented generation (RAG) functionality allows businesses to integrate proprietary documents into the AI model. This enables custom AI tags, KPIs, and scorecards tailored to their needs, ensuring more accurate and relevant call-scoring insights.
Multichannel Analytics: Calls, Text, and Email
Unlike traditional call scoring solutions that focus only on voice interactions, Xdroid’s Interaction can provide comprehensive offline analytics across calls, text, and emails, giving businesses a 360-degree view of customer interactions.
Hybrid Call Scoring: Manual + AI-Based Evaluation
One of Xdroid’s key differentiators is its three-way hybrid call scoring model, which seamlessly combines automated AI scoring with manual and rule-based quality assurance (QA) assessments.
This flexible approach empowers businesses to:
- Use AI and rule-based scoring to score 100% of interactions, detecting tags & patterns and identifying high-risk or priority cases.
- Allow human supervisors to conduct manual reviews on selected calls & KPIs, ensuring contextual insights and subjective judgment are still captured.
- Overlay manual evaluations onto AI scorecards for a balanced view of performance.
By blending AI automation with human expertise, Xdroid IQ delivers more accurate, scalable, and insightful quality management outcomes.
Chat AI Assistant for Deeper Analysis
Xdroid’s proprietary LLM, Xdroid IQ, includes an AI Chat Assistant that allows businesses to:
✅ Ask specific questions about the interactions and get more details on the AI insights.
✅ Get AI-powered recommendations for improving customer interactions.
✅ Analyse trends, sentiment shifts, and agent performance metrics.
Why Call Scoring is Essential for Business Success
Incorporating AI-driven Automated Quality Management that enables in-depth call scoring is no longer optional—it’s a necessity for businesses aiming to stay competitive. Xdroid’s solutions offer advanced AQM and call-scoring capabilities that allow organisations to:
- Enhance customer experience with sentiment tracking.
- Boost agent performance with automated and unbiased evaluations.
- Ensure compliance by detecting and preventing regulatory risks.
- Gain actionable business insights to optimise service operations.
Transform Your Quality Management Strategy with Xdroid
Ready to revolutionise your quality monitoring process? Discover how Xdroid’s solutions can help you automate, optimise, and elevate your customer interactions with AI-powered analytics.
Get in touch today and unlock the full potential of your business.


