Telecommunication companies are facing increased competition and longer device upgrade cycles. Telecom must leverage AI-driven analytics to help lower customer churn, increase upsell and cross-sell opportunities for new services, and optimize network infrastructure for higher service quality and customer satisfaction. Leverage the power of AI to create a healthier bottom line and to produce new revenue streams.
dotData Transforms Telecom with AI
Realize the best customer experience, optimize network quality, develop new revenue streams by harnessing the power of AI.
AI-Driven Telecommunications
Use Cases in the Telecom Industry
dotData automatically analyzes your vast transactional customer behavior data containing billions of records and discovers millions of feature hypotheses. Develop more accurate models for customer churn, B2B outbound sales, call center optimization, or network parameter optimization. Gain deeper customer insights through AI-derived features to personalize, automate, and optimize marketing and sales campaigns to boost customer satisfaction and retention.
Campaign Optimization
dotData helps telecom companies optimize marketing campaigns by analyzing customer attributes, behavioral history, and usage data to predict actions such as contract signings and cancellations. By automatically discovering key predictors, dotData enables a deeper understanding of customer behavior, allowing companies to refine marketing strategies and improve new customer acquisitions, upselling, and cross-selling. This AI-driven approach helps telecom providers maximize sales efforts and marketing budgets, driving growth and enhancing customer retention.
Sales Optimization
dotData uses AI to analyze sales-customer conversations, identifying key attributes and topics that lead to successful deals. By learning from conversation transcripts, dotData builds predictive models to recommend the right products and optimize sales strategies. This AI-powered sales assistant enhances conversion rates and helps create more targeted call lists and agent scripts, improving both sales numbers and agent satisfaction.
Network Design
dotData analyzes network performance and equipment failures to automate maintenance schedules, optimizing both communication quality and network performance. By evaluating large sets of historical data and performance metrics, dotData identifies key patterns that cause poor call quality and performance issues. This AI-driven approach improves communication quality, reduces operational costs, and boosts overall customer satisfaction.
Network Operation & Maintenance
dotData analyzes equipment failure data to identify both silent failures and alarm-triggered issues, helping improve network performance. By evaluating CPU resources and session volumes under various conditions, dotData builds predictive profiles of potential problem areas, enabling proactive measures to prevent future issues. This AI-driven approach enhances communication quality, improves customer satisfaction, and reduces the lead time for fault recovery.
What Our Customers Say
Exeter Finance
The biggest problem is that, when doing it manually, it’s just a repetitive, trial-and-error process that takes time. dotData solves a problem I’ve been trying to solve for 20 years.
sticky.io
I was spending 95% of my time wrangling data…now I can offload most of that work and just focus on delivering viable patterns and insights.
Use Cases
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dotData's AI Platform Maximize Data Utilization through Feature Discovery
dotData leverages automated feature engineering to build models using machine learning, enhancing data by accumulating feature values as assets and extracting valuable insights, enabling businesses to become more data-driven. Our platform satisfies a wide range of needs, including business transformation, and support the effective use of data and AI to drive innovation and growth.
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