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Case Studies

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Elevating banking analytics for deeper customer intelligence

Elevating banking analytics for deeper customer intelligence

Elevating banking analytics for deeper customer intelligence

How breaking data silos enables a personalized banking experience

How breaking data silos enables a personalized banking experience

Expanded to multiple use cases

Single-view Customer 360 platform

Integrated data

More tailored user experiences

The challenge

The challenge

Transforming customer engagement with data-driven insights

Transforming customer engagement with data-driven insights

A retail bank with millions of customers struggled with fragmented data and siloed systems, hindering personalized service. The in-house analytics team faced growing pressure to meet increasing demand for insights, leading to delays and inefficiencies. To overcome these challenges, the bank sought an advanced, data-driven solution to enhance customer engagement and streamline decision-making.

Key challenges

  • Fragmentation blocked unified profiles and personalization

  • Rule-based methods caused inefficiencies and delays

  • Analytics struggled with rising demand

Cogentiq Campaign Assist
Cogentiq Campaign Assist
Cogentiq Campaign Assist

The solution

Delivering comprehensive customer insights with AI

Delivering comprehensive customer insights with AI

Unified customer profiles

Centralized customer profiles for cross-team access

Real-time updates post-interaction

Streamlined team collaboration

AI-driven efficiency

Automated customer communications

Enabled self-serve analytics for routine tasks

Leveraged AI for faster insights and scalability

Implementation approach

Implementation approach

1

AI-driven analytics

  • Enabled self-serve analytics for business teams

  • Automated routine analyses for efficiency

  • Supported advanced analytics initiatives

2

Automated communication

  • Automated customer inquiries

  • Streamlined sales operations

  • Enabled teams to focus on high-value interactions

3

Optimized engagement workflows

  • Customized workflows for customer needs

  • Streamlined operational efficiency

  • Maintained real-time customer profile updates

The impact

The impact

Maximizing efficiency with enhanced customer profiles

Maximizing efficiency with enhanced customer profiles

Expanded use cases

  • Enabled a range of unique use cases

  • Expanded functionality post-MVP

  • Wider relevance to business areas

Comprehensive customer view

  • Unified customer data platform

  • Integrated demographics, transactions, interactions

  • Adapted for cross-functional use

Improved efficiency

  • Reduced time to decision

  • Optimized data access and process efficiency

  • Improved personalization and user interaction

Looking ahead

Looking ahead

Continued expansion of use cases

  • Scaling to incorporate more customer touchpoints and insights

Enhanced personalization and engagement

  • Further refining customer profiles for tailored product offerings

Ongoing operational optimization

  • Continuously improving processes for greater efficiency and agility

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