Case Study: Real-Time Customer Decisioning to Boost Offer Relevance and Growth

Client overview

The client is a major European telecommunications provider renowned for its extensive customer base and competitive market presence. One of its key strategic goals is to grow market share, reduce churn, and improve customer lifetime value by delivering highly personalized, contextually relevant offers at the exact moment of opportunity.

 

Challenge: Delivering the Perfect Offer in 30 Seconds

To outperform competitors, the telco needed a system capable of:

• Instantly (within 30 seconds) delivering the most relevant offer that aligns with both customer needs and business objectives.
• Balancing customer attributes (behavioral data, segment risk, historical usage) with business priorities (margin, lifetime value), to optimize not revenue alone but strategic contribution.
• Leveraging a decade of customer history compressed into predictive models—knowing that Pega wasn’t responsible for model training, but needed to effectively execute and act on these models at massive scale.
• Scaling to process tens of millions of offers per hour—as demonstrated in industry benchmarks, where a U.S. telecom successfully handled 20 million offers in an hour, resulting in significantly improved conversion rates.

The telco sought higher conversions, competitive advantage, and stronger offer relevance—especially critical for customer retention and acquisition in a saturated market.

 

The Solution: Pega’s Customer Decision Hub

Pega’s Customer Decision Hub delivers real-time, adaptive decisioning across channels, enabling next-best-action personalization at scale:

• Real-Time, AI-Driven Decisioning
  Pega processes incoming interaction data in milliseconds—updating propensity models and recalculating next-best actions dynamically, even multiple times within a single customer interaction.
• Adaptive, Self-Learning Models

 

Intelligent, scalable customer interaction

The platform leverages predictive and adaptive analytics, enabling continuous learning and optimization on the fly.

• Channel-Agnostic Execution
  Fully omnichannel, Pega ensures consistent, hyper-relevant offers across web, mobile, contact center, and in-person engagements.
• Massive Scalability
  Citing industry examples, Pega handles massive volumes—processing tens of millions of offers quickly—helping to drive substantial conversion lift.

In the telco’s context, the solution enabled swift decision-making based on rich customer intelligence and aligned with long-term value optimization—not just short-term revenue.

 

Why we were a match as implementation partner

Several critical factors made BPM Company the right implementation partner:

• Deep Domain Expertise
  BPM Company brings deep understanding of telecommunications business challenges, customer behavior modeling, and decisioning strategies using advanced AI/LLMs.
• Technical Mastery of Pega Decisioning
  Their proficient team understood how to operationalize and orchestrate predictive models within Pega’s Decision Hub—bridging the gap between data science and execution.
• Local Presence and Responsiveness
  Based in the Netherlands, with close proximity and cultural alignment—providing agility, trust, and ease of collaboration.
• Client Understanding and Solution Fit
  BPM’s team quickly grasped the nuanced trade-offs between margin, customer value, and strategic goals—helping design the “right offer at the right time” logic.
• Track Record in High-Volume Telco Projects
  Proven capability in scaling real-time systems and managing high throughput with reliability.

 

Business benefits of Pega’s Customer Decision Hub

The project delivered transformative business outcomes:

• Faster, More Relevant Offers
  Customers received timely, personalized offers that aligned both with their needs and business goals.
• Increased Conversions
  Real-time adaptive decisioning drove higher acceptance rates compared to static, batch-based approaches.
• Stronger Market Position
  Enhanced offer effectiveness translated into increased market share and reduced customers switching to competitors.
• Reduced Churn, Improved Loyalty
  By anticipating needs and delivering value, churn rates dropped and customer engagement strengthened.
• Optimal Business Value
  The solution prioritized offers not just by potential revenue, but by lifetime contribution and margin uplift.
• Scalable and Future-Ready
  Infrastructure now supports massive volumes—validated by benchmarks like processing 20 million offers in an hour—ensuring readiness for future growth.