Products are standardized. Prices converge. Switching costs are low. In telecom, the customer relationship is the only lasting differentiator. Yet as self-service grows, each human interaction becomes rarer — and more valuable than ever.
500K+
interactions per month for a typical Nordic operator
2%
of interactions manually reviewed for quality today
5x
more expensive to acquire a new customer than to retain one
Massive volume. Thin margins. Every interaction counts.
Telecom operators sit on one of the richest datasets in the world — millions of customer conversations across voice, chat, email, and CSAT surveys. But most of it goes unread. The insights stay locked in individual calls while decisions get made on gut feeling and sampled data.
From cost center to customer intelligence engine.
Labelf reads every customer interaction — voice, chat, email, CSAT — and turns it into structured intelligence that flows to the people who can act. Product owners see which services create frustration. Process owners spot bottlenecks immediately. Sales gets qualified leads from existing customers.
No more sampling. No more guessing. 100% of interactions analyzed in real-time.
- Churn detection before it's too late Identify at-risk customers across all interactions, not just the ones who call to cancel. Individualized recovery plans for each customer.
- Cross-sell from conversations, not cold lists Every interaction reveals interests, product gaps, and timing signals. Labelf turns them into qualified leads with a personalized pitch — delivered to the right agent.
- Real-time trend detection A faulty billing run? A delivery problem with a new device? Spot it in hours, not weeks. Quantify the cost and decide on action immediately.
- Fair coaching that agents trust Measure offer-rate instead of hit-rate. Coach with specific examples. See the effect the very next day — not next quarter.
Every value lever, one platform.
The same AI engine powers churn prevention, sales intelligence, operational efficiency, and quality assurance — all trained on your specific operations.
Churn Reduction
Predict and prevent churn before customers decide to leave. Individualized recovery plans for every at-risk subscriber.
Sales & Cross-sell
Turn every conversation into a qualified lead. Broadband upgrades, TV packages, mobile — matched to each customer's life.
Operational Efficiency
Reduce AHT, eliminate unnecessary transfers, and identify process bottlenecks with dollar amounts attached.
Agent Coaching
100% of interactions scored. Playbook adherence tracked. Personalized coaching that agents trust — not surveillance.
As self-service grows, every human interaction becomes more valuable.
The industry is racing to replace customer interactions with bots. We believe the opposite: the fewer interactions you have, the more each one is worth. Labelf helps you treat every conversation as the asset it is.
You've gone from owning your customer relationships to renting them — through ads, telemarketing, and affiliate programs. The cost keeps rising. Labelf helps you own them again.
We build customer relationships that last.
Built for Telecom Scale.
On-prem or cloud. 100+ languages. Millions of interactions per month. Custom AI models trained by your domain experts, not data scientists.
Interactions analyzed
Systems to replace
Average integration window
