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Home » Articles » What is automated quality management (AQM)?

What is automated quality management (AQM)?

Quality assurance (QA) is critical to contact center operations, ensuring customer interactions meet established standards.

In the past, quality management (QM) was primarily a manual process, requiring significant time and effort. However, with the advent of technology, automated quality management (AQM) has emerged as a game-changer for call centers.

Observe.AI reported many contact centers are already using AI technology. It noted that QA automation (41%) is among the most common applications in enhancing QM processes.

So, AQM is not just about leveraging technology it’s a strategic move to enhance efficiency, accuracy, and operational excellence.

In this guide, we’ll explore the concept of AQM and its benefits. We’ll also discuss important considerations when selecting AQM solutions and provide insights on implementing them.

Defining automated quality management (AQM)

Automated quality management (AQM) integrates technology-driven solutions to streamline, monitor, and enhance the QA processes within a business.

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It leverages various software and AI capabilities to automate the evaluation of recorded calls and customer interactions. AQM employs advanced algorithms and speech analytics to evaluate these interactions for adherence to predefined quality metrics automatically.

Speech analytics technology identifies key conversation elements, such as:

  • Compliance with script guidelines
  • Customer satisfaction
  • Agent tone
  • Resolution of customer issues

Automated quality management brings efficiency, accuracy, and consistency to QA procedures. This means it frees up valuable time for call center agents and supervisors.

Defining automated quality management (AQM)
Defining automated quality management (AQM)

Manual vs. Automated quality management

In the not-so-distant past, quality management relied heavily on manual processes. Human intervention was paramount for inspections, audits, and data analysis. 

While effective to a certain extent, manual quality management is inherently prone to errors, subjectivity, and limited scalability.

Enter AQM, a revolutionary advancement in the field of quality management. Automation eradicates the limitations of manual processes. It provides a more accurate, scalable, and objective approach to maintaining and improving quality standards.

Manual QM is randomized and can only monitor 2% of calls. But with AQM solutions, a contact center can evaluate 100% of its interactions.

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Consider this: Identifying and rectifying deviations in a manual quality management scenario could take days.

Automated quality management expedites this process, often in real-time. It also prevents potential bottlenecks and ensures swift corrective action.

Benefits of automated quality management

The adoption of automated quality management solutions yields numerous benefits. It can catapult businesses into a realm of heightened efficiency and operation through:

Better agent performance

AQM provides agents with actionable insights based on data-driven evaluations. Supervisors can provide targeted coaching and training by identifying agent strengths and areas for improvement.

Automating routine and repetitive QM tasks also allows employees to focus on more strategic and value-added activities. As a result, agents’ performances are improved, leading to better customer satisfaction.

Improved compliance

Automated quality management can effectively monitor compliance with regulatory guidelines, industry standards, and organizational policies.

Call centers can proactively address potential compliance issues and mitigate risks by flagging potential compliance issues.

Alvaria highlights this benefit, saying modern technology empowers call centers to balance intelligent compliance while boosting customer experience and operational efficiency.

Enhanced customer experience

Automated evaluations help identify patterned customer concerns, sentiment analysis, and common pain points.

This information allows call centers to develop strategies to:

  • Enhance customer interactions
  • Resolve issues promptly
  • Deliver a more personalized experience

Cost savings

While the initial investment in AQM technology might seem significant, the long-term cost savings are substantial.

Automation reduces the need for manual quality management processes, leading to significant savings. It does so by:

  • Lessening the need for extensive manual labor
  • Decreasing the likelihood of errors leading to costly defects
  • Optimizing resources for maximum efficiency

Real-time insights

One of the standout features of AQM is its ability to provide real-time insights into quality metrics. This empowers businesses to find and address issues ASAP. It helps prevent the escalation of problems that could impact overall operations.

This proactive approach allows for immediate course correction and ensures consistent service quality.

Accountability and transparency

Automated quality management provides a transparent evaluation process. It allows agents to:

  • Track their progress
  • Understand evaluation criteria
  • Take personal accountability for their performance

Accuracy and consistency

AQM minimizes the impact of human error, ensuring that quality checks and processes are consistently applied. This results in higher accuracy in identifying deviations and maintaining uniform quality standards, such as ISO.

Accuracy and consistency
Benefits of automated quality management

Considerations for automated quality management solutions

As with any transformative technology, implementing AQM requires careful consideration. Here are some factors to ensure seamless integration and maximize its potential:

Speech analytics capabilities

Look for solutions that offer advanced speech analytics features, such as sentiment analysis, keyword detection, and grammar accuracy.

These capabilities enable accurate evaluations and uncover crucial insights from customer interactions.

Integration with existing systems

Ensure the automated quality management solution integrates seamlessly with other call center systems. These systems could include:

  • Customer relationship management (CRM) software
  • Workforce management tools
  • Call recording platforms

Smooth integration enhances data sharing and provides a holistic view of agent performance.

User-friendly interface

While the technology behind AQM is complex, its interface should be user-friendly.

The goal is to empower users across different levels of technical expertise to navigate and use the system without extensive training.

Customizable evaluation criteria

Each call center has unique requirements and evaluation criteria. Opt for a flexible AQM solution that allows customizable evaluation forms and metrics.

This ensures alignment with organizational goals and quality assurance standards.

Real-time monitoring and alerts

Real-time monitoring capabilities let supervisors take immediate action on quality issues.

Look for solutions that provide alerts and notifications for specific events, such as instances of non-compliance or customer dissatisfaction.

Scalability

Consider the ability of automated quality management to scale alongside call center growth. As call volumes increase, the solution should accommodate higher evaluation loads and provide consistent performance.

Data security and compliance

Given the sensitive nature of quality data, robust security measures must be in place. AQM solutions should comply with industry regulations and standards, safeguarding data integrity and confidentiality.

How to implement automated quality management

Implementing automated quality management involves careful planning, execution, and ongoing optimization. 

Here’s a roadmap to guide businesses through the process:

1. Assess current processes

Begin by conducting a thorough assessment of existing quality management processes. Identify pain points, areas of improvement, and the specific quality metrics that matter most to the business.

2. Define clear objectives

Clearly outline the objectives of implementing automated quality management.

Whether it’s improving accuracy, reducing defects, or enhancing overall efficiency, having well-defined goals will guide the selection and customization of the AQM solution.

3. Evaluate and choose the right AQM solution

Selecting an AQM solution is a critical decision. Consider the factors we’ve mentioned before to make the most of this process.

Consult with vendors, request demos, and ensure the chosen solution aligns with the business’s unique needs.

4. Data preparation

Consolidate and organize call recordings, customer data, and other relevant information. Ensure compliance with data privacy regulations and optimize data for accuracy and accessibility.

5. Pilot implementation

Before a full-scale rollout, conduct a pilot implementation in a controlled environment. This allows for:

  • Real-world testing
  • Identification of potential challenges
  • Fine-tuning of the automated quality management solution for optimal performance

6. Training and adoption

Automated quality management is only as effective as the users operating it.

Provide comprehensive training to supervisors, QA teams, and agents, emphasizing the functionality and benefits of the AQM solution. Encourage adoption and transparency in utilizing the automated evaluation process.

7. Continuous monitoring and optimization

Once implemented, AQM requires continuous monitoring and optimization.

Regularly assess its performance, gather user feedback, and adjust as needed to address changing business requirements.

The future of AQM solutions

As technology continues to evolve, so does the landscape of AQM solutions. The future holds exciting possibilities, driven by advancements in AI, machine learning (ML), and the Internet of Things (IoT).

1. AI-driven predictive analytics. The integration of AI in AQM enables predictive analytics. It allows businesses to anticipate and prevent quality issues before they occur.

2. IoT-enabled quality monitoring. With the proliferation of IoT devices, AQM can leverage real-time data from connected devices for comprehensive quality monitoring. This enhances accuracy and provides a holistic view of quality across the entire value chain.

3. Continuous improvement through ML. Machine learning algorithms embedded in AQM solutions can adapt and learn from data patterns over time. This ensures the system becomes more efficient and effective with each use.

4. Cloud-based automated quality management platforms. The shift towards cloud-based solutions is inevitable. Cloud-based AQM platforms offer increased flexibility, accessibility, and scalability.

5. Integration with Industry 4.0. As businesses embrace Industry 4.0 principles, AQM solutions will be pivotal in integrating quality management into smart, connected manufacturing processes.

The future of AQM solutions
The future of AQM solutions

Automated quality management is not just a technological upgrade it’s a tactical move for businesses seeking to stay ahead in a competitive landscape.

The benefits of enhanced accuracy, real-time monitoring, scalability, cost savings, and improved productivity make AQM a cornerstone of modern quality management.

By carefully considering implementation factors, businesses can unlock the full potential of AQM. It can help set the stage for a future where quality is not just a standard but a dynamic and adaptive force driving operational excellence.

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