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Case Studies

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Transforming customer relationships with intelligent personalization

Transforming customer relationships with intelligent personalization

Transforming customer relationships with intelligent personalization

How we are delivering impact by turning data into meaningful engagement and growth.

How we are delivering impact by turning data into meaningful engagement and growth.

The challenge

The challenge

Bridging the gap between reach and relevance

Bridging the gap between reach and relevance

A leading Middle East conglomerate, operating across multiple countries, was facing challenges in driving deeper engagement with millions of users of its rewards and lifestyle app and in unlocking new revenue streams.​

Key challenges

  • Engagement levels within the app were not translating into deeper relationship.

  • One-size-fits-all campaigns led to missed growth opportunities.

  • Limited ability to deliver real-time, tailored recommendations.

The solution

Empowering real-time, relevant customer experiences

Empowering real-time, relevant customer experiences

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