In a regulated contact centre, metrics matter, but not all metrics tell the full story.
You might be reporting AHT and CSAT every week. But if you can’t evidence fair outcomes, pick up signs of vulnerability, or track how agents handle risk – your MI could be letting you down.
In this blog, we take a fresh look at five familiar contact centre metrics and how you can use them in smarter ways that support Consumer Duty, surface real outcomes, and give you a clearer view of what’s really going on.
Metric one
QA Coverage: The foundation for risk visibility
What it is:
The percentage of calls reviewed by your QA or compliance team, often manually sampled.
Where it helps:
QA reviews are central to understanding agent performance, spotting risk, and coaching for improvement. In a regulated setting, they help you evaluate whether agents are acting in good faith, identifying vulnerability, and treating customers fairly.
Where it falls short:
Most firms only review a small percentage of calls — often 2–5%. This means important issues like missold products, missed disclosures, or unfair treatment may go undetected until a complaint (or regulator) flags them.
How to make it better:
Move beyond random sampling. Tools like conversation intelligence software can scan 100% of calls for risk indicators – including tone, language, process adherence, and vulnerable disclosures – so you’re not relying on luck to spot what matters.
Without broader QA coverage, risk is reactive – you only know there’s a problem when a complaint lands or the FCA comes knocking.
Metric two
Customer Satisfaction (CSAT): Measure mood, not just compliance
What it is:
A post-call score that reflects how satisfied a customer felt with the interaction.
Where it helps:
CSAT gives insight into perceived experience. It helps you understand how well agents communicate, empathise, and resolve queries.
Where it falls short:
Satisfaction doesn’t always equal suitability. A customer can feel happy but still have received advice or outcomes that don’t meet regulatory expectations — or fail to understand their options. That’s a problem under Consumer Duty.
How to make it better:
Use CSAT alongside QA scoring and call reviews. Look for alignment between high satisfaction and fair, compliant outcomes. Consider flagging satisfied calls that score low on process adherence for further investigation.
The FCA doesn’t just want to know that customers feel good – it wants to know they’ve been treated fairly and understood what they were agreeing to.
Metric three
Average Handle Time (AHT): A clue, not a KPI
What it is:
The average amount of time spent handling a customer interaction — including talk time and wrap-up.
Where it helps:
AHT can indicate efficiency and help with staffing models. It also helps spot unusually short or long calls.
Where it falls short:
When treated as a performance target, AHT can encourage agents to rush — especially risky for complex or emotionally sensitive calls. Important steps can be skipped, and vulnerable customers may not be given the time they need.
How to make it better:
Use AHT as a trend indicator. Pair it with QA and call complexity markers. If AHT is falling but repeat contact is rising, it may suggest agents are closing calls prematurely.
In a Consumer Duty world, doing it right matters more than doing it quickly.
Metric four
First Contact Resolution (FCR): Your most underused outcome metric
What it is:
The percentage of customer issues resolved within the first contact, without need for follow-up.
Where it helps:
FCR reflects whether customers are being fully served. It combines efficiency with customer-centricity and can highlight breakdowns in process or clarity.
Where it falls short:
It’s not always consistently defined or measured. “Resolution” may be marked based on system closure, not whether the customer truly understood or agreed with the outcome.
How to make it better:
Define FCR based on appropriate resolution, not speed. Track repeat contact reasons via CRM or wrap-up codes. If possible, integrate QA insights to evaluate how the call was resolved — not just if it was closed.
FCR done well is a proxy for suitability – did we get it right, the first time?
Metric five
Call volume & abandonment: Check the story behind the stats
What they are:
Call volume = number of inbound or outbound calls.
Abandonment = percentage of calls ended before an agent answers.
Where they help:
These metrics reflect demand and service accessibility. Abandonment can flag long wait times or friction in IVR.
Where they fall short:
High call volume may suggest broken journeys or unclear documentation. Abandonment can be a risk signal — especially if the calls being dropped relate to arrears, collections, or product complaints.
How to make them better:
Use call reason tagging and review IVR drop-off points. Track abandonment by line type – are people hanging up during cancellation requests or affordability discussions?
Volume doesn’t always equal success and abandonment may be your earliest warning sign of customer harm.
💡 How to use this blog
Pick two metrics you currently rely on most and ask:
- Do they help us protect performance and compliance?
- Are we measuring what matters, or just what’s easy?
- Could a different approach give us clearer insight?
If the answer isn’t clear, that’s exactly where to start.
Final thoughts: Make your metrics work for you
Contact centre metrics are more than numbers, they’re your line of sight into customer outcomes, agent wellbeing, and regulatory compliance.
Used well, they help you get ahead of complaints, reduce risk, and build a culture of quality.
Used blindly, they create a false sense of control and leave you vulnerable to blind spots the regulator won’t ignore.
You don’t need to throw out your dashboards. But reframing familiar metrics – and combining them with tools that improve visibility – is one of the most impactful things you can do.
