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Case Studies

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Advancing responsible AI for a leading telecom giant

Advancing responsible AI for a leading telecom giant

Advancing responsible AI for a leading telecom giant

How a telecom leader optimized responsible AI for scalable governance

How a telecom leader optimized responsible AI for scalable governance

The challenge

The challenge

A leading Middle East conglomerate, operatingacross 20+ countries, was facing challenges indriving deeper engagement with the 2M+ users ofits rewards and lifestyle app and in unlocking newrevenue streams.​

Key challenges

  • Under-leveraged customer base – Engagement levels within the app were not translating into deeper relationship.

  • Generic customer outreach – Broad-based campaigns failed to resonate with individual users, leading to missed chances for cross- sell and up-sell

  • Lack of personalized scale – The business was unable to deliver timely, tailored recommendations across its vast user base, limiting its ability to keep pace with evolving customer expectations

The solution

Personalized Feature Store​

Built a centralized Customer data hub​

Delivered a 360-degree customer view​

Integrated structured and unstructured data​

Audience Segmentation​

AI Recommended Audience ​

Quantify Digital activity Index to drive targeted growth​

Implementation approach

Implementation approach

1

Understanding client needs​

  • Conducted workshops with key teams​

  • Researched customer lifecycle behaviors​

  • Identified engagement and growth opportunities ​

2

AI-powered Recommendation​

  • Model arbitration for next-best action​

  • Omni-channel targeting for revenue growth​

  • Predictive modeling scaled across marketing campaign​

3

Personalization at Scale​

  • Automated refresh of features and models​

  • Continuous proactive model monitoring​

The impact

The impact

Driving scalable and responsible AI

Driving scalable and responsible AI

Optimized sales​

  • AI-driven up-sell and cross-sell recommendations​

  • Targeted product suggestions​

  • Improved growth prospects​

Enhanced campaign execution​

  • Activated Campaigns via Predictive Intelligence​

  • Deeper personalization and smarter decisioning​​

Customer value gain​

  • Customer Engagement Growth​

  • Retention Performance Uplift​

  • Intelligent Revenue Scaling​

Transform your enterprise with AI that delivers

All rights reserved © 2025 Fractal Analytics Inc.

Registered Office:

Level 7, Commerz II, International Business Park, Oberoi Garden City,Off. W. E.Highway, Goregaon (E), Mumbai City, Mumbai, Maharashtra, India, 400063

CIN : U72400MH2000PLC125369

GST Number (Maharashtra) : 27AAACF4502D1Z8

All rights reserved © 2025 Fractal Analytics Inc.

Registered Office:

Level 7, Commerz II, International Business Park, Oberoi Garden City,Off. W. E.Highway, Goregaon (E), Mumbai City, Mumbai, Maharashtra, India, 400063

CIN : U72400MH2000PLC125369

GST Number (Maharashtra) : 27AAACF4502D1Z8

All rights reserved © 2025 Fractal Analytics Inc.

Registered Office:

Level 7, Commerz II, International Business Park, Oberoi Garden City,Off. W. E.Highway, Goregaon (E), Mumbai City, Mumbai, Maharashtra, India, 400063

CIN : U72400MH2000PLC125369

GST Number (Maharashtra) : 27AAACF4502D1Z8