Your data is your competitive moat: How conversation intelligence accelerates AI automation
Discover how domain-specific conversation intelligence fuels high-impact AI automation and transforms customer experience at scale.
The Team at CallMiner
July 23, 2019
Updated December 18, 2025
Today’s call center agents are handling more complex interactions across more channels: voice, chat, email, and social. Improving customer experience (CX) through agent performance is more important than ever, and impossible without timely, targeted feedback. AI-driven analytics make it possible to scale personalized feedback so that everyone gets what they need, when they need it.
Effective feedback directly shapes customer experience, agent retention, and operational efficiency.
Rising customer expectations: Customers expect fast, expert, empathetic resolutions across all channels. Any gaps in an agent’s skills are felt immediately. Real-time, personalized feedback helps agents grow in everything from empathy to process management, enabling them to solve problems faster and leave customers feeling heard, seen, and appreciated.
Agent retention: Call center agent roles are more complex than ever, while the hiring process is more time consuming and costly. Companies need to prioritize retention. Providing accurate, real-time, and consistent feedback plays an important role in employee engagement, which in turn improves employee satisfaction and motivates agents to provide excellent omnichannel customer service. Frequent, effective feedback gives agents clarity and understanding, while recognition of improvement and their role in company success builds a feeling of belonging. This reduces burnout, and keeps agents with a company for longer.
Explosion of unstructured data: Agents are deluged with unstructured data, including call recordings, chat transcripts, emails, social media posts, and survey comments. Without an effective feedback method to make sense of this data, it is simply so much noise. However, with an efficient way to extract insights and feedback, it becomes specific coaching material. With this material, agents receive the information they need to improve their performance, operational efficiency, and CX.
Unfortunately, there are a number of pitfalls that can derail the process of delivering effective feedback. The primary problems typically fall into three categories.
Lack of confidence: Some managers are great at meeting call center performance metrics and making schedules. But when it comes to confronting potential issues and offering feedback, certain individuals aren’t confident in their abilities.
Lack of skill: Some leaders are ready to tackle feedback, yet miss the skills needed for preparation, delivery and follow-up. Developing these skills should be ongoing for every call center leader — even those who are considered adept at feedback.
Non-targeted feedback: Leaders offering vague or non-specific feedback often fall short of providing agents with the real-world examples and actionable advice they need to improve their performance. Tools like conversation analytics can help call center managers identify relevant issues, deliver precise, targeted feedback to agents, and have a more direct impact on metrics like call handling time.
To empower call center leaders to improve agent feedback, we’ve rounded up 23 tips and best practices for delivering effective agent feedback.
Many of the tips are those from experts directly in the call center industry. Others are from training and leadership professionals, experts in the area of training and coaching employees. Entries on this list are in no particular order and should be valuable to anyone in a managerial role — especially in a call center.
Check out some more information about agent performance from our vault here:
Organizations that actively listen to employees and act on what they hear are better positioned to create lasting change that boosts brand growth. Show agents that giving and receiving feedback is incredibly valuable.
“[Another] organization shared that the start of its turnaround began with its first employee survey – that delivered a negative eNPS score. Rather than getting caught up in just the number, it used additional employee feedback to understand WHY employees were disengaged and leaving and used those insights to ‘rewrite the story.’ The company simplified its core brand and values and invested in changing internal perceptions from the ground up through internal communication campaigns, revamped learning and development offerings, and more impactful employee recognition and celebrations, to name just a few of the actions taken.” – Aimee Lucas, CCXP, Improving Employee Experiences: Highlights from the EE Conference & Awards, LinkedIn
Spend time with agents praising what they do best, and using that as a springboard for what they can improve. Targeted feedback is better than generic statements, and praise lets agents know you see all of their work, not only their areas of improvement.
“Call center agents aren’t likely to be motivated by a constant flow of negative feedback. If you must provide constructive criticism, start the coaching session by praising the employee. Giving praise first puts employees in a positive frame of mind so they are more open-minded about what you have to say.
– How to Give Constructive Criticism to Call Center Agents, Executive Boutique
Encourage agents to share what’s working, what’s confusing, and where processes break down. When employees see their input leading to action, engagement rises.
Research shows that 34% of employees would rather quit or switch teams than voice concerns when faced with management that does not listen. Alternatively, 74% of employees report being more engaged and effective when they feel heard at work and 92% of highly engaged workers feel listened to in their workplace.
“Does it really matter? Yes! While there is enormous value from using employee feedback to improve your business, the true win might be in how it improves the engagement level of those employees.” – Bruce Temkin, The Engaging Power Of Employee Feedback, Experience Matters
Inconsistent feedback erodes trust and confidence. Provide continuous, encouraging feedback, and recognize progress over time for the best results.
“The most effective call center agent performance improvement programs provide continuous and encouraging feedback to motivate call center agents. When an agent is struggling to perform, it’s a good idea to offer the agent some extra attention. Conduct routine evaluations of the agent’s calls, and provide timely feedback. When needed, provide additional targeted coaching that addresses the agent’s specific needs, and reinforce what they are doing right.” – Donna Fluss, 5 ways to improve call center agent performance, TechTarget;
Self-assessments help agents reflect on their own performance and give them a chance to identify insights before a manager has to say anything. When agents identify improvement areas themselves, they are often more receptive to coaching.
“When it’s the agent starting the “what needs to improve” conversation, things tend to flow much more smoothly and agents remain much more open to input and feedback compared to when the coach launches a unilateral attack. The best coaches give agents the opportunity to review their monitored contacts and allow them to express how much their performance stunk before the coach goes and does it for them.
– Greg Levin , 5 Steps for Coaching Contact Center Agents to Victory, Customer Contact Week Digital;
The closer feedback is delivered to the relevant interaction, the more likely agents are to apply it. Feedback loses impact when it’s delayed as time dulls the inciting incident.
“The biggest mistake we make with regards to giving feedback is waiting far too long! The more you delay sharing feedback, the less effective it becomes. For maximum efficacy, share feedback as soon as possible. This means, sharing feedback as soon as a task has been completed or while the task is being done. The whole point of giving feedback is so that the receiver can apply the feedback.” – 6 Tips for Giving Effective Employee Feedback, Engagedly
Effective feedback is specific, grounded in examples, and framed constructively. It is never vague or accusatory.
“Whether you’re providing positive or negative feedback, it’s important that you prepare well before speaking with your employee. If you do not give some thought beforehand to what you will say, you risk conveying your message badly, meaning you could offend your employee, fail to get your point across, or even embarrass yourself through poor word choice or delivery. Positive feedback is much easier to deliver than negative feedback because it’s likely to be well-received regardless of how it’s structured, but there are certain things to avoid when delivering negative feedback:
Avoid sounding accusatory. Using ‘you’ structures instead of ‘I/ we’ structures tends to imply that the employee should feel guilty. Instead of ‘You turned in your reports late this week,’ try ‘I noticed this week that your reports were late.’ It’s a subtle difference, but it prevents the employee from feeling attacked, so they’re less likely to become offended or defensive.
Avoid using the phrase ‘need to.’ This makes it seem as if something has gone seriously wrong and the employee is to blame.
Don’t be vague. For example, don’t just say, ‘I’ve noticed you seem to have a poor attitude lately.’ Instead, clarify your statement with specific examples, as this clarifies for the employee exactly what you consider to be indicative of a ‘poor attitude.’ This helps both of you to avoid a similar discussion in the future.” – Andrew Jensen, Tips for Managers on Giving Feedback to Employees, Andrew Jensen
Agents need positive reinforcement. A session dedicated entirely to that can significantly boost morale, and strengthen agent loyalty.
“Unfortunately, most managers tend to take their employees’ good performance for granted or praise it only in the context of a constructive, corrective feedback…Giving positive feedback to your employees has numerous proven benefits – including improving your company’s bottom line. ” – Anja Zojceska, 8 Examples of Giving Positive Feedback to Employees, TalentLyft
AI-powered conversation intelligence solutions like CallMiner make it possible to analyze 100% of customer interactions, identifying patterns and coaching opportunities missed by manual processes. Real-time feedback and insights empower agents and managers to improve support in-the-moment.
“With a global team of 1,000 agents who handle more than 5.5 million calls a year, Morgan Stanley’s contact center was heavily segmented with teams of employees handling different types of products and issues. Getting customers to the right agent was a challenge. The company turned to an analytics program to monitor calls and metrics while also offering targeted agent training and coaching. The analytics pinpoint the root causes for many customers issues, which helps future calls get routed much more quickly and efficiently.” – Blake Morgan, 10 Examples Of How Operational Efficiencies Improve Customer Experience, Forbes
Giving agents easy-to-read, direct, relevant feedback allows them to self-improve. Enabling them to take the responsibility to correct their work is a sign of trust and boosts motivation.
“This is something we hear a lot, and it’s a reasonable concern. But you can easily set up a feedback stream that doesn’t flood agents with confusing or distracting data points. Although our Stella Connect clients do provide a link-back to the full CRM ticket, what agents see at a glance in their dashboards and on the group leaderboards is very simple: star rating, comment, and reward.
“These three data points are just enough to keep agents informed so they can self-correct and motivated to do their best. The net effect is higher productivity, not lower. If you’re focused on getting the most out of every agent, no other contact center performance management tool or workplace incentive can hold a candle to an agent-level VoC program.” – Ross Cranwell, Contact Center Performance Management: Is Sharing Customer Feedback a Mistake?, StellaConnect
Feedback is a sharing of information, whereas coaching improves capability over time. Strong leaders do both, providing guidance consistently.
“Impactful feedback is more than just the communication of information. It involves a meaningful dialogue and requires the manager to have an open mind, becoming receptive to feedback from the other party. In the contact center, particularly, management must recognize that one-way communication about any action, event or process will damage—not build or sustain—the trust it takes for their team members to openly receive and act on feedback given to them.
“Coaching, on the other hand, is defined as the effort to train intensively as by instruction or demonstration. The act of coaching, unlike traditional training, requires an ongoing effort and a vested interest in the performance of those being coached.
“Together, the definitions clarify how the concepts of feedback and coaching intertwine to become critical in providing contact center agents the information and encouragement they need to perform up to and beyond the standards set forth for them.” – Brian Burke & Francis Hawthorne, Delivering Impactful Feedback + Coaching in the Contact Center, Contact Center Pipeline
Coaching should empower agents to work on their own. Tailor guidance to individual strengths and challenges, and let agents take the reins, trusting in your provided feedback.
“As opposed to training and onboarding, coaching leans toward individual growth. But, this shouldn’t be confused with micromanagement. When you’re worried about stats and KPIs it’s easy to hover around underperformers so you’re immediately available whenever one of them needs help. However, have you ever stopped to think that they might view you as a vulture waiting to pounce on them like a dead carcass? It’s intimidating and it pressures them even more. Good thing there are numerous ways to put micromanagement to a halt and shift over to targeted coaching.
– Aki Merced, 8 Strategies for Effective Contact Center Management, Tenfold
Agents are far more likely to apply feedback when they feel respected, supported, and trusted.
“If you don’t have the kind of buddy relationship with a colleague or employee that allows you to say virtually anything to each other, then I suggest you add civility and safety into your feedback approach. Don’t be mean-spirited. Your feedback usually won’t be productive if it’s focused on making the other person feel bad or make them look foolish in front of peers.” – Scott Halford, 5 Steps for Giving Productive Feedback, Entrepreneur
Agents should know exactly what they can do to resolve customer issues. Clear guidelines empower agents to perform better, removing questions or hesitation, and increasing agent confidence.
“In general, it’s better to give your customer service agents more authority where you can. That helps them solve problems more quickly.
“No matter how much authority they have, though, it’s important that they know exactly what they can and can’t do.
“Don’t skip over this one. Seriously. Give your agents the authority to make your customers happy. There may be a few times when they step over the line of what you find acceptable. But for the most part, they’ll do a much better job.” – Dann Albright, Embrace Active Learning (and 7 More Call Center Training Tips), Continu
Internal support directly impacts CX. Treat internal teams with the same care and responsiveness dedicated to customers.
“Internal customer service is when we provide customer service to the people we work with, helping them to do their best to serve external customers and promote the interests of our company.
– Micah Solomon, Internal Customer Service: Training Employees To Help Their Co-Workers Do Their Best, Forbes
Absenteeism and call avoidance often signal disengagement. Honest, private conversations with employees can uncover the root cause and lead to meaningful improvement. Making sure agents understand the important role they play in customer success, and the value placed on their work, empowers agents to take pride in their job.
“Giving feedback to agents helps them realize just where exactly they stand in terms of the business. Good or bad, this knowledge can help agents feel empowered to make change.
– Effective Call Center Management: Agent Absenteeism, Contextual Strategy Group
Great feedback starts with capable leaders. Call center managers need training in coaching, emotional intelligence, and communication to know how to bring out the best in their agents.
“Senior managers must be self-starters with initiative and discipline. They must have strong core values and know how to elicit and apply these values. They know how to lead people through training, coaching, performance management, and mentoring. They are able to coach and communicate effectively to get the best from people, offering advanced communication to provide structured and developmental feedback.
– Needed Leadership Skills for Call Center Management, Universal Class
Create a culture of communication. You can never effectively solve problems if you don’t understand why they exist. Whether giving feedback or announcing company changes, notice body language and engagement. When something seems off, ask questions. Show agents that you are approachable, and that an open, motivating call center environment is a priority.
“Look around the room when you speak to your team. Do you see downcast eyes? Averted gazes? Tight faces? At times, such reactions may be appropriate—like if you announce bad news, or if an employee really messed up and you call her out on it. However, if you regularly see body language or non-verbal reactions that convey distrust or frustration, you may have a problem on your hands, and you should take the time to dig a little deeper.
Whether you believe your employee’s frustrations are warranted or not, it’s better to know why discontent is breeding than to dismiss or misunderstand it. You can’t adequately address something you don’t understand.” – Caris Thetford, 5 Smarter Ways to Get Feedback From Employees (That Don’t Involve a Heated Exit Interview), TheMuse
Feedback should be delivered one-on-one as a sign of respect. Public praise is powerful, but public criticism can be especially damaging.
“Nearly all the managers we interviewed noted the importance of the setting in which they give employees feedback. “Speaking privately is always more appropriate when dealing with correcting behavior,” said Sales Manager Andrew Collins. The reasoning behind this is it allows the employee to focus on the work they need to do, not what their coworkers think about them. Speaking privately also gives employees a chance to ask follow-up questions and bring up any issues affecting their performance.
– 4 Tips for Giving Effective Employee Feedback, Classy
Before offering corrective, or redirecting, feedback, check that the agent is in the right headspace to receive it. A small pause can make a big difference in how an agent hears and implements suggestions.
“While reinforcing feedback can be given any time, it is good practice to ask before providing someone with redirecting feedback. We’ll cover more on this in the section on how to give feedback but making sure someone is in the right mindset to receive your feedback is important.
“Also, before diving right into redirecting feedback, get a feel for how the person is doing. Build a sense of their self-awareness of the feedback topic. This will help you gauge if you’re about to start a conversation about something the person is unaware of, or if it’s something that’s already on their mind.” – Alexis Croswell, Employee Feedback Examples for Development and Evaluation, Culture Amp
Even well-intentioned feedback falls flat if your tone is disingenuous or rushed. Promote trust within your team by projecting sincerity in your speech.
“When providing anyone with feedback, be sincere in how you approach them. No matter how good the feedback is, if presented in an apathetic or even angry tone, the communication can be instantly lost. Sadly, 44% of employees don’t think their boss is being honest during the feedback process.
– 7 Tips for Providing Effective Employee Feedback, Reviewsnap
Feedback should lead somewhere. Being honest with your agents gives them the information they need to succeed. If you want to improve their performance, customer experience, and company growth, be honest.
“Employees want feedback. They want an honest assessment of their behavior to help them improve their work. They know that if they listen to, and take action on, clear and constructive feedback, their overall performance will improve. Successful employee retention and promotion will result. And so will overall employee job satisfaction.
– Joel Garfinkle, Ten Ways to Provide Quality Feedback, Garfinkle Executive Coaching
The right tone can make all the difference in whether an agent is receptive or not to feedback. Whether delivering praise or constructive criticism, keep yourself calm, projecting a desire for collaboration.
“It’s often the case that employees will have some areas for development and therefore how supervisors present this information is very important. First, while delivering this information, it’s important to maintain a sense of respect throughout the process. Even though some of the information may be challenging to deliver, maintaining composure can help prevent a negative reaction from employees. Showing one’s credibility and status of being knowledgeable of the information presented will help to gain acceptance. So, it’s important to be prepared prior to the session.” – Alissa Parr, Ph.D, 3 Tips To Giving Employee Feedback That Employees Want To Receive, PSI Testing Excellence
AI conversation intelligence takes feedback from a periodic, subjective practice to a continuous, real-time, data-driven system embedded into daily work. It changes what managers and agents can see, how fast they can respond, and makes ultra personalization possible at scale.
100% coverage: AI conversation intelligence platforms analyze every call, chat, email, social media post, and survey. This full coverage connects insights across various channels, and reveals behaviors, outcomes, and patterns that would be missed with only periodic spot checks.
Objective insights: AI converts unstructured data into structured insights. This makes it possible for managers to give feedback on specific behaviors such as talk time balance and empathy cues, which boosts coaching outcomes.
Real-time coaching: Modern conversation intelligence solutions provide in-the-moment guidance, prompts, and alerts while agents are in conversation with customers. Agents can receive real-time cues for next best actions, improving customer experience. This makes these solutions an excellent asset to supplement human coaching.
Best of both: AI plus humans: Managerial feedback is still necessary, as it is team leaders who understand context such as team dynamics, history, culture, and personal circumstances. Humans can also react to agent emotions during times of feedback, recognizing any tension and addressing it appropriately and constructively. Finally, knowing your manager is invested in your growth goes a long way to boosting engagement, motivation, and company loyalty.
The strongest agent feedback model combines AI solutions with human coaches.