With hundreds of thousands of customer interactions per month, the simple questions had already been handled. What remained were increasingly complex and deep-seated problems, leading to increases in both time spent and cost per case.
500
fewer calls per week from a single process fix
2M+
SEK annual savings from one identified issue
Hours
instead of weeks to identify customer trends
Head of Customer Operations Business Improvement
Leading Scandinavian Telecom
When the easy wins were already taken.
Historically, they had succeeded in pressing down costs and raising customer satisfaction through continuous improvements. But they needed the next step — deeper insights into why customers contact them, not just that they do.
From frustration to "plug and play"
By analyzing customer calls, a complicated login process for customers with new digital TV boxes was identified as creating major frustration and a call volume of hundreds of cases every week.
By changing the process and sending out pre-logged-in boxes, the number of calls decreased by 500 per week, corresponding to an annual saving of over 2 million SEK and a significantly improved start to the customer journey.
Insights that flow to the people who can act.
The journey began with a test where thousands of calls could be transcribed and categorized in real-time. Every call was analyzed with high precision, giving a detailed understanding of customers' needs, challenges, and wishes.
Instead of valuable feedback stopping at customer service, it now flows directly to the people who can act.
Product Owners
See exactly which products and services create frustration or joy and make data-driven decisions for adaptation.
Process Owners
Immediately identify bottlenecks and inefficient moments in the customer journey — inside and outside customer service.
Marketing
Deeper understanding of customers' drivers and needs for more accurate campaigns that fulfill expressed needs.
Real-time intelligence, real impact.
From coaching metrics that agents can actually influence, to trend identification in hours instead of weeks.
Fair and effective coaching
Instead of only measuring "hit-rate" (sales per call), they now measure "offer-rate" — a fair metric employees can influence. Team leaders give specific coaching and see the effect the very next day.
Immediate trend identification
Analyses that previously took weeks now happen in hours. Both acute spikes and smaller recurring problems are captured — making it possible to quickly quantify the size, impact, and cost of any issue.
Smarter quality assurance
Inefficiencies like unnecessary transfers were automatically identified, while the calls that best exemplify high customer satisfaction were surfaced — providing insights to lower AHT and strengthen QA with data-driven examples.
Technology is only half the journey.
Real value cannot be created by new technology alone, but by how it is integrated into business processes. The biggest gains come from the ability to systematically identify and fix dozens of smaller problems that were previously invisible.
Interaction analysis is no longer a project — it is a fundamental capability that makes operations faster, smarter, and more customer-centric.
And this is only the beginning.
From Data Noise to Decisive Action.
Reduced operating costs, increased customer satisfaction, and the identification of new revenue opportunities through deeper customer insights.
Fewer calls per week from one fix
SEK annual savings
Average integration window
