UNSUPERVISED FOR TELECOM

Profitable Insights from Complex Data

Turn complexity into an advantage with insights that increase customer lifetime value, delivered automatically.

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Reduce Churn

Identify customer characteristics that are churning at higher rates to be used in personalized retention care plans.

Boost Truck Roll Efficiency

Highlight areas where troubleshooting can be improved and unnecessary dispatches can be eliminated.

Customer Support

Minimize costs by resolving service issues before they impact larger audiences.

Continuously searching for what matters

Whether it's trends impacting the network or causing customers to churn at alarming rates, Unsupervised automates analytics to deliver insights from large and complex data.

Churn RiskHIGH
Subscribers withno bundlein months18-24
2.3x

churn rate

89K

subscribers

$17M

annual risk

vs. bundled customers

Churn Is Rising. Why?

The reasons customers cancel are hidden in your data. Unsupervised finds the reasons why without data science resources or coding.

  • Early Warning Signs: See unique characteristics of customer interactions that drive low retention rates.
  • Stay Ahead of Change: Our AI sorts suggested patterns by the largest opportunity value so teams can focus on the highest potential improvements to loyalty plans first.
  • Spot the Hidden Gems: Nuanced traits of customer cancellation behavior are buried in data – our AI suggests those to you.

What is Driving Unnecessary Truck Rolls?

Find and react to new trends impacting services and improve troubleshooting workflows as new issues are found. Know what services and key themes are worth focusing on to increase efficiency.

  • Adapt and Thrive: Turn complexity into your edge with insights into what's impacting network performance.
  • Get Ahead: Find early warning signs of performance issues and stay ahead of potential issues.
  • Proactive Maintenance: Flag product bugs that need workarounds and remotely fix them before your customers call in.

Avoidable Dispatches

38Kper quarter$4.7M savings
Remote-fixable issues
52%$2.4M
Incomplete troubleshooting
31%$1.5M
Scheduling errors
17%$0.8M
Avg $125 per avoided dispatch
CSAT PatternDISCOVERED

Quick call + callback required

Avg handle time: 4 min

2.8

CSAT

vs

Longer call, fully resolved

Avg handle time: 12 min

4.6

CSAT

Handle time matters less than resolution. Customers prefer longer calls that solve their problem.

67K calls/mo affected

Why Is CSAT Suffering?

Put all that customer support data to work with automated analytics that find problems and opportunities.

  • Call Center Analysis: Find deep insights that identify opportunities to improve the call center experience and reduce costs.
  • Increase Retention: Directly impact retention with fast analysis of the trends influencing call resolution, handle time, and escalation costs.
  • Multiple Data Sources: Unsupervised automatically joins multiple data sources to discover hard-to-find opportunities.

Several national telecom companies exceed their KPI goals
within months of implementing Unsupervised

Verified Result

$100M+

found at AT&T alone

Customer Scale

70M+

subscribers impacted

Partnership

Fortune 100

telecom customers

CASE STUDY

AT&T Finds $100M+ in Opportunities Using Unsupervised AI Agents

Learn how one of the world's largest telecom companies used Unsupervised to discover over $100 million in opportunities across churn reduction, truck roll optimization, and customer satisfaction improvements.

AT&T Case Study
Verified Result

$100M+

in opportunities discovered

$100B+

revenue

70M+

subscribers

Churn reduction insights
Truck roll optimization
Customer satisfaction improvements
Mark Austin
"Unsupervised's AI Data Analysts have delivered strong ROI—improving our key metrics while empowering our team with faster, smarter access to data insights."

Mark Austin

VP Data Science at AT&T

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Start using Unsupervised today

Join leading companies using AI to automate their analytics and discover insights worth millions.