Call center coaching plan: from a low score to action

Short answer

A low score is not a coaching plan; it is only a signal. Turning it into a plan takes five things: one specific behaviour to change, a real call that shows it, a way to practise, an owner, and a date and criterion for re-evaluation. "Speak better" or "be attentive to the customer" is not a plan — after hearing it, the agent does not know what to do differently.

A good coaching plan is short: one or two behaviours, two weeks, a measurable result. A plan that tries to fix ten things at once fixes none.

From score to behaviour: finding the cause

The same low score can come from very different causes. Before writing a plan, look at which criteria produced it.

1. 1Which criteria were missed?List the specific steps that lowered the score. Often the problem is in one or two steps and the rest is fine.
2. 2Does it repeat?A step missed on one call may be chance. The same step missed on several calls is a habit and goes into the plan.
3. 3Knowledge, skill or conditions?Does the agent not know the rule (knowledge), know it but fail to apply it (skill), or is a system or process in the way (conditions)? Each has a different fix.
4. 4Is the evidence reliable?If the recording is poor, the speakers are mixed up or the call is incomplete, that result cannot be the basis of a plan.

The five parts of a coaching plan

1. 1BehaviourObservable and written in one sentence: "asks about the customer's budget before making an offer". Not: "improves sales skills".
2. 2Example callA moment from the agent's own call where the behaviour was missing. If possible, also a call where another agent handled that moment well.
3. 3PracticeA way to rehearse the behaviour: role play, prepared phrases, a short scenario. Practice comes before the real call.
4. 4Owner and timingWho runs the practice, who checks the result, and by when. Usually the team lead.
5. 5Re-evaluationWhich criterion, on how many calls, on what date. What success means — for example, the step is met on most of the next 15 relevant calls.

Illustrative example: a completed plan

The plan below is an illustrative example, not a real agent's data. An agent has scored low on sales calls for two weeks. The criteria show that two steps pull the score down: "the need was clarified" and "a next step was agreed".

1. 1Behaviour 1Before giving a price to a customer who asks for it, asks at least two clarifying questions — what for, when, how much.
2. 2ExampleThe agent's own call: the customer asks "how much is it?", the agent gives the price at once, the customer says "I'll think about it" and hangs up. Alongside it, the transcript excerpt of another call that handled that moment well.
3. 3PracticeA 20-minute role play with the team lead: three different responses to a price question. The agent writes their own clarifying questions.
4. 4Behaviour 2Ends the call with a specific next step: date, time and who will get in touch.
5. 5Re-evaluationAfter two weeks, both steps are checked on the next 15 calls with a price question. The result is discussed with the agent.

How many behaviours at once

Giving an agent five fixes at once confuses them, and none becomes a habit. A simple rule for priority:

• Critical errors first: wrong information to the customer, an unconfirmed promise, a mandatory step skipped
• Then the behaviour with the most effect on the customer's outcome — usually clarifying the need or the next step
• Then style — greeting, choice of phrasing
• One or two behaviours per cycle; move to the next once one has become a habit

Ways to practise

1. 1Listening to good callsAn excerpt from a colleague's call that handled the same situation well. Agents remember better when they find the difference themselves.
2. 2Role playA team lead or colleague plays the customer. Short, focused on one situation, repeated several times.
3. 3SimulationAI plays the customer, and the agent rehearses the same situation several times before a real call.
4. 4Prepared phrasesTwo or three sentences the agent writes in their own words — a starting point, not a script to memorise.

Individual plan or group training

Sometimes the same step is missed not by one agent but by half the team. Writing a separate plan for each person then wastes time and makes the problem personal. A simple check helps decide:

1. 1One or two agentsIndividual plan. The cause is usually skill or habit, and the five-part plan above works.
2. 2Most of the teamGroup training, or explaining the rule itself again. It often turns out the criterion was never communicated clearly, or a new rule was never announced.
3. 3The whole team, starting at the same timeLook at process or system changes: a new product, new pricing, a new script. It may be a matter of conditions, not coaching.
4. 4Only one shift or one call typeLook at that shift's load, the difficulty of that call type and that shift's team lead.

This split also tests the criterion itself: a step the whole team "misses" is sometimes a step that was written badly.

Running the feedback conversation

• Hold it soon after the call — two weeks later the agent does not remember it
• Show what went well first, then the one behaviour to change
• Ask for the agent's view: "what happened at this point?" — sometimes the cause is a condition nobody knew about
• Record the outcome in writing: what was agreed, when it will be reviewed
• If the agent disagrees, check the evidence together — an AI result can be wrong

Typical mistakes

• Making the score itself the target: "80 next month" — the agent tries to change the number, not the behaviour
• Coaching only low scorers — average agents' development is forgotten
• Writing problems caused by conditions into the plan
• Setting no re-evaluation date — the plan is forgotten
• Presenting the coaching plan as a disciplinary document

Limits

• An AI evaluation is a starting point for the plan, not the final word — the team lead should check the result against the call itself
• A result from a poor recording or an incomplete call should not be the basis of a plan
• An AI score should not be the sole basis for pay, discipline or dismissal
• Agents should be able to dispute a result and ask for a correction
• No conclusions about an agent's personality should be drawn from their voice or speaking style

What Vexvon Audio Analyzer offers

Vexvon Audio Analyzer does not build coaching plans or assign owners — that is the team lead's job. It does provide the raw material:

• On every call, each step of your call standard is judged as met, partial, missed or not applicable — so you can see which step pulls the score down
• Each step comes with a comment and the transcript lines behind it — the example excerpt is right there
• Each call gets recommendations
• Low-confidence transcript lines are marked — you can see where the evidence is weak

More: Vexvon Audio Analyzer. For the practice stage, simulation with AI playing the customer is part of AI Training.

First step

Look at the evaluations of one agent's last 10 calls and find the step missed most often. Write the five-part plan above for it and put the re-evaluation date in the calendar. This article belongs to the support quality and coaching section. To try it on your own recordings, get in touch.

Further reading on this topic: call center coaching effectiveness, evidence-based call scoring, sales call coaching examples.