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Case Studies


Case Studies

Case Studies

Case Studies

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Predictive intelligence for choosing the right enterprise AI

How Fractal built a predictive framework that recommends demand-aware models for scalability

Enterprise AI

Transforming consumer strategy by using the power of machine learning

How a large beverage organization drove brand growth by decoding consumer behavior

CPG

Machine Learning Operations

Reinventing enterprise compliance with AI-powered intelligence

How a global enterprise transformed finance compliance with GenAI-driven automation

Financial services

AICS

GenAI

Scaling Bayesian models efficiently with GPUs

How HBR workloads were transformed from bottlenecks to breakthrough performance

AICS

Empowering people and creating a responsible data culture

How a global consumer goods leader enabled the workforce with data literacy and knowledge

CPG

Governance

Data governance and modern DLP reinvented at scale

How Japan’s largest financial services group was empowered with complaint data loss prevention

Financial services

AI-powered freight optimization-from reactive to predictive logistics

How a global industrial manufacturer improved margins with data-driven supply chain decisions

Supply Chain

Unlocking distribution growth with geo-intelligent AI

How a global snacking company used AI-powered geospatial intelligence to identify whitespace opportunities and accelerate route-to-market expansion

CPG

Reimagining FDS document generation for industrial automation

How a major industrial automation company cut document time from 60 hours to 30 minutes

GenAI

Azure

Building trust and empowering decisions with smarter data governance

How a US-based pharma company established a cross-enterprise unified data governance framework

Pharma

Healthcare and Life Sciences

AI-driven, real-time intelligence for customer retention

How a telecom leader leveraged behavioral signals and AI to predict and prevent churn proactively

Telecom

Behavioral science

Design

AICS

AI

Proposed AI solution for accessible emergency services

How AI‑enabled multimodal communication can improve emergency accessibility for PwDs in India

Image and video analytics

AI Research

Reinventing diagnostics with multimodal AI

How multimodal AI transforms fragmented signals into standardized medical insights

Healthcare and Life Sciences

AICS

Reimagining complex query intelligence at scale

How Autodesk combined LLM reasoning and deterministic execution for scalable query orchestration

AICS

AI and Machine Learning

From conversation to conversion

How an AI framework detects and retargets missed sales opportunities

Enterprise AI

Transforming complex commercial RFQ reviews with AI-powered automation

How Large Language Models simplify broker submission reviews and boost accuracy.

GenAI-Powered Data Intelligence for a Fortune 500 Insurer

Fractal built a GenAI analytics platform using Amazon Bedrock, enabling natural language queries on enterprise data for faster, more accurate insights.

Enterprise AI

Transforming consumer strategy by using the power of machine learning

How a large beverage company drove brand growth by decoding consumer behavior

CPG

Driving intelligent transformation at scale

How we are delivering impact with connected data and AI innovation.

Telecom

Transforming customer relationships with intelligent personalization

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

Telecom

Driving customer growth with unified intelligence

How we are delivering impact through AI-powered, personalized engagement.

AI-powered retention for fleet fuel cards

Predictive churn modeling and proactive retention strategy for a global Oil & Gas giant.

Boosting Retail Sales with Fractal’s Trial Run

Fractal and a large retailer drive measurable sales lift through data-driven experimentation using Trial Run on AWS.

Retail

Fractal enables C3 AI to build enterprise AI applications

How Fractal experts helped accelerate application delivery and improve responsiveness

Enterprise AI

Empowering healthcare professionals through digital innovation

How we are revolutionizing website navigation, content accessibility, and user experience

Healthcare and Life Sciences

Engineering

Combating account takeover (ATO) fraud with predictive analytics

How machine learning is transforming fraud prevention in finance

Financial services

Engineering

Revolutionizing market intelligence with AI solution

How a global manufacturer enhanced MI operations through intelligent automation

CPG

Pioneering environmental accountability in oil operations

How Eugenie.ai enabled early detection of super-emitters for a Canadian oil company

Industrials, Manufacturing and Energy

Unlocking the power of customer insights with AIDE

How a telecom giant enabled AI-powered customer insight

Technology, Media and Telecom

AIDE

Driving care gap closure through enhanced digital engagement

How a health insurer discovered new opportunities for digital engagement to optimize member health outcomes and cost savings

Healthcare and Life Sciences

Understanding your customers

How AI powers deeper insights beyond NPS

Fractal’s GenAI powered smart-search

How a Australian bank improved their search experience

GenAI

Transforming a UK insurer’s contact center efficiency

How AI-powered knowledge retrieval improved agent efficiency and customer outcomes

Insurance

Unifying global data at scale

How a CPG enterprise transformed disparate data into actionable intelligence

CPG

Cogentiq Data Foundation

Revolutionizing automotive with data

How harnessing petabytes of complex data drives smarter, faster decisions

Industrials, Manufacturing and Energy

Engineering

Optimized supply chains powered by intelligent AI modeling

How AI and data analytics are transforming supply chains for unmatched efficiency

Supply Chain

Advanced optimization of logistics performance through AI analytics

How a CPG industry leader transformed delivery efficiency and saved $14M+

CPG

Supply Chain

Unifying global data at scale: Transforming operations with advanced data operations

How an organization transformed enterprise data into actionable intelligence

CPG

Engineering

Powering sustainable transformation with advanced technology

How AI is revolutionizing mining

Industrials, Manufacturing and Energy

Engineering

Data-driven manufacturing quality enhancement

How data integration transformed manufacturing quality

Industrials, Manufacturing and Energy

Improving veterinary care with data-driven insights

How AI is transforming early cancer detection and personalized pet care

CPG

Charting the path to responsible innovation

How a financial institution ensured AI fairness with a tailored solution

Financial services

Responsible AI

Pioneering responsible AI for ethical and transparent solutions

How a global tech client aligned AI with ethical business and societal values

Technology, Media and Telecom

Responsible AI

Transforming AI ethics in pharmaceuticals for responsible innovation

How a pharma company revolutionized data science for ethical innovation

Healthcare and Life Sciences

Responsible AI

AI-driven supply chain optimization and load management efficiency

How AI is enhancing proficiency in fashion-forward apparel manufacturing

Retail

Engineering

Ethical AI-driven business

How transparency, fairness, and innovation drive responsible AI integration

CPG

Responsible AI

Transforming user engagement with AI-powered recommendations

How Europe's media company enhanced customer experience and drove sales

Enhancing accessibility: Revolutionizing public service delivery in India

How ASK UMANG is overcoming language and technology barriers for universal accessibility

Conversational AI

Ethical AI implementation in public surveillance systems

How artificial intelligence enabled privacy-focused social distance monitoring

Responsible AI

Revolutionizing labor costs with AI and advanced analytics

How HDFC Bank enhanced customer service with EVA chatbot and AI

Financial services

Elevating business intelligence with Generative AI

How a firm streamlined more than thousands of monthly queries with AI

Financial services

Fueling client growth with AI-powered insights

How data insights transform financial client engagement

Financial services

Tackling HIV prevention with holistic insights and interventions

How the Bill & Melinda Gates Foundation addressed social, economic, and emotional drivers

Design

Prevent fatalities on Mumbai’s railway tracks

How behavioral insights transformed rail safety and saved lives

Design

Drive marketing excellence with Cogentiq Campaign Assist

How a pet food company turned fragmented data into marketing excellence

CPG

Transforming order-to-cash with advanced analytics

How a US CPG player unlocked savings in working capital by automating collections

CPG

Finance analytics

Optimized invoice-to-cash model boosts cash flow

How predictive analytics streamlined OTC for faster decision-making

CPG

Finance analytics

Revolutionizing financial management through data transformation

How a company achieved automated insights through balance sheet re-engineering

Finance analytics

Empowering predictable profitability with granular analytics

How a CPG giant achieved 85% margin prediction accuracy with AI-driven insights

CPG

Finance analytics

Leveraging pricing optimization for measurable impact

A global CPG manufacturer drives profitability with value-centric approach

CPG

Optimizing railway infrastructure with real-time IoT solutions

How Fractal built a scalable, automated framework for railway networks

Actionable store intelligence

How data and automation transformed ice cream cabinet distribution

CPG

Azure

Intelligent order optimization

How Databricks enabled scalable, efficient data processing across regions

Maximizing working capital efficiency

How data-driven insights transformed financial performance

CPG

Finance analytics

Seamless cloud migration: Enhancing performance, security, and scalability

How Azure cloud powered pet care R&D innovation

Technology, Media and Telecom

AIDE

Real-time cloud migration strategy for retail data platform

How Fractal's Cloud Strategy transformed a retailer’s data management and operations

Retail

Engineering

Cloud migration and automated reporting with Google Cloud Platform

How GCP automation improved reporting accuracy and efficiency

Retail

Engineering

The Karnataka government harnesses data engineering for efficient COVID-19 patient care

How automation drove better patient outcomes in COVID-19 response

Engineering

Uncover growth opportunities across functions

How a global CPG company used data-driven insights for proactive business decison-making

CPG

Engineering

Seamlessly link individuals across datasets without a unique identifier

How advanced matching algorithms improved data accuracy and efficiency

Insurance

Conversational AI

Uncover strategic growth opportunities across all functions

How advanced analytics fueled growth and agile decision-making

CPG

Machine Learning Operations

Enhance marketing with smart store selection

How a payment provider applied data intelligence to enhance retail marketing

Financial services

Machine Learning Operations

Enhance customer claims experience through advanced analytics

How predictive models enhanced customer experience and increased operational efficiency

Insurance

Engineering

Use data to identify ideal premiums and non-renewable policies

How advanced modeling enhanced profitability and reduced losses

Insurance

Machine Learning Operations

Craft impactful communication and develop winning product strategies

How Fractal transformed market strategies with key consumer drivers

CPG

Tailored customer experiences with AI-driven product picks

How AI-driven insights transformed customer engagement and sales

Financial services

Engineering

Suggest replacement products to advisors to boost sales

How a global management firm used data-driven fund replacement for sales

Financial services

Text Analytics

Transform unstructured data into automated actionable insights

How automation unlocked scalable insights for relationship managers

Financial services

Text Analytics

From social chatter to targeted offers: A data-driven success story

How personality-based insights revolutionized targeted marketing

Retail

Text Analytics

All your data, one platform, simple, seamless, stress-free

How an insurer streamlined data management and enhanced analytics efficiency

Insurance

Engineering

Monitor customer journeys across all insurance processes

How scalable architecture and automation optimized data processing and decision-making

Insurance

Engineering

Spot goal-divergent metric alerts and insights

How streamlined analytics and automation transformed business decision-making

Insurance

Design

Strategically prioritize and execute high-impact analytics initiatives

How advanced analytics accelerated business growth

Insurance

Machine Learning Operations

Detect anomalous activity through AI-powered video streams

How AI-powered video surveillance analysis enhanced security and operational efficiency

Image and video analytics

Leverage analytics to pinpoint key customer events

How data-driven insights empowered customer retention strategies

Financial services

Text Analytics

Enhance product portfolios with Bayesian regression insights

How measuring true ROI led to optimized campaigns

CPG

Machine Learning Operations

Transforming self-learning engagement with behavioral science

How FinalMile's design blueprint stimulates enhanced EdTech app performance

Technology, Media and Telecom

Engineering

Building a unified data delivery platform at enterprise scale

How an insurance provider turned complex data into actionable insights

Insurance

Machine Learning Operations

Data visualization for real-time e-commerce performance tracking

How a CPG transformed e-commerce insights for smarter decision-making

CPG

AI

Behavioral science transforms Parkinson's treatment adherence

How a global pharma company transformed patient retention through preference-based design

Healthcare and Life Sciences

Design

Behavioral science

Decoding digital CPG shoppers with behavioral science

How behavioral insights unlock new strategies to boost online CPG sales

CPG

Design

Behavioral science

Unlocking customer insights with big data analytics

How an FMCG organization built an ML pipeline to predict purchase propensity

CPG

Machine Learning Operations

Leverage predictive modeling to control key process parameters

How a global fertilizer manufacturer applied smart decisions for sustainable growth

Supply Chain

Optimize product portfolios with Bayesian Regression analytics

How leveraging data enhanced sales and strengthened retail relationships

CPG

Engineering

Pinpoint merchant and customer locations using transaction data

How a financial institution leveraged AI to map customer and merchant locations

Financial services

Conversational AI

Maximize order efficiency and frequency to reduce costs

How strategic procurement optimization drove cost savings and efficiency

CPG

Supply Chain

Unify customer data for a 360° view

How Dcrypt’s fuzzy matching enhanced accuracy and expanded coverage

Financial services

Text Analytics

Develop impactful communication and product strategies

How a FMCG organization used insights-driven strategies to boost revenue and innovation

CPG

Machine Learning Operations

AI-driven transaction processing on a scalable big data system

How a loyalty firm built a scalable data ecosystem for smarter engagement

Machine Learning Operations

Identify anomalies with real-time sensor analytics

How early detection and adaptive machine learning reformed maintenance efficiency

Machine Learning Operations

Transforming insurance sales compliance with behavioral science

How game-based behavioral interventions reduced misconduct across multiple branches

Insurance

Design

Behavioral science

Driving redemption growth through ML-powered targeting

How a specialty retailer used data-led insights to personalize campaigns and boost revenue

Retail

Machine Learning Operations

Boost sales and enhance customer experience with enterprise AI

How AI-driven insights transformed digital sales and customer experience

Retail

AIDE

Advanced AI-based precision forecasting for tea shipment

How a CPG enterprise used AI for higher forecasting accuracy for UK tea shipments

CPG

Franklin Templeton drives $600 million in new assets through Customer Genomics®

How data-driven insights transformed Franklin Templeton’s advisor engagement

Financial services

A private bank harnesses behavioral science to enhance delinquency resolution

How a data-backed approach transformed collections

Financial services

Behavioral science

Revolutionizing document research for sales using generative AI

How a tech company in the USA leveraged AI to simplify document analysis and improve efficiency

Technology

GenAI

Driving retail success with AI-powered personalization

How a NASDAQ-listed distribution company turned data into analytics-driven customer loyalty

Transforming B2B growth in healthcare with next-gen analytics

How Phillips, a medical devices manufacturer, unlocked new market share across 32 countries

Healthcare and Life Sciences

Powering global growth and market advantage with AI insights

How a multi-national tech conglomerate turned data into actionable market insights

Technology

Transforming PLM workflows to enable business agility

How a large manufacturer automated data transformation and access control through medallion architecture

Engineering

Boosting Energy Forecast Accuracy with C3 AI & Fractal

How a U.S. utility unified data & insights to cater to evolving customer needs and grid shifts

Industrials, Manufacturing and Energy

Transforming employee support and compliance with AI-driven excellence

How AI-driven automation enhances efficiency and streamlines internal processes

Enterprise AI

Next best action for a footwear retailer

AWS-powered customer data platform for personalized experiences

Leveraging DevOps for smart retail insight and data engineering

Applying AWS, Terraform, and CI/CD for Retail Data Enhancement

Retail

Engineering

Enterprise Design Intelligence with GenAI on AWS

Fractal and a global design software leader transform BIM navigation using a GenAI Copilot built on AWS Bedrock.

GenAI

Shifting from reactive to proactive inventory management

How a Fortune 100 CPG company unlocked over $5M in working capital savings

CPG

Supply Chain

Unifying dispersed data for a global CPG enterprise

How a global CPG leader achieved a single source of truth with data harmonization

CPG

Enterprise AI

Revolutionizing airline baggage prediction through advanced analytics

How an airline transformed carry-on management with artificial intelligence

Industrials, Manufacturing and Energy

Switching from reactive to proactive procurement operations

How a global energy company achieved greater efficiency through AI-powered knowledge management

Industrials, Manufacturing and Energy

Transforming pediatric care at Shriners with Azure OpenAI

How an interactive GenAI solution improved care with instant access to clinical notes

Healthcare and Life Sciences

Supporting road safety with behavioral science

How crashes were reduced by 46% via leveraging non-conscious behavior insights for design

Design

Behavioral science

Streamlining customer care with AI-powered interaction tagging

How automation improved tagging accuracy and enhanced operational efficiency by 20%

Retail

Reinventing customer relationships for a leading US financial services company

How a US financial services reinvented customer relationships

Financial services

Transforming user engagement with AI-powered advice

How Europe's media company enhanced customer experience and drove sales

Technology, Media and Telecom

Elevating insights to drive business value

How a global consumer goods leader transformed analytics operationalization

CPG

Drive growth through intelligent insights and personalized engagement

How a global bank enhanced market share and expansion strategy

Financial services

Enhance customer acquisition and engagement with data analytics

How a global tech company used AI and a unified framework for a successful global payments app launch

Technology, Media and Telecom

Pioneering responsible innovation

How a leading financial institution ensured AI fairness with a bespoke solution

Financial services

Halving downtime with advanced deep neural networks

How predictive maintenance can forecast issues two weeks ahead

Transforming policy and claims systems for a leading P&C insurer

How cutting-edge technology streamlined policy and claims processing

Insurance

Optimizing boarding efficiency with accurate carry-on prediction

How real-time data and AI enhance airline operations

Accelerate supplier verification with AI-powered document intelligence

How a major utilities company automated COI processing for 2,500+ vendors

Enhance forensic identification with Azure AI-powered insights

How a technology company transforms forensic analysis with Azure AI

Technology

Elevating banking analytics for deeper customer intelligence

How breaking data silos enables a personalized banking experience

Financial services

PepsiCo crafts the ultimate cheetos experience

How PepsiCo uses autonomous AI to perfect every cheetos bite

CPG

Agentic AI

Turn unstructured data into precision insights

How AI-powered text mining transformed data analysis

Financial services

Text Analytics

Analyze the impact of media and identify key sales drivers

How media optimization enhanced sales and efficiency

Technology

Agile order fulfillment through optimized inventory management

How real-time insights and automation streamlined operations

Technology, Media and Telecom

Supply Chain

Transforming buying journeys to generate value in CLV

How AI-driven insights boost conversions, revenue, and efficiency

Technology

Brewing deeper connections: AI’s role in customer success

How AI-driven insights transformed guest experience and operational efficiency

CPG

NLP

Transforming financial advisor engagement with AI

How Franklin templeton generated $600M in new assets through Cogentiq

Financial services

Transforming customer intelligence at scale

How a bank unified customer experiences with AI

Financial services

Predictive analytics powers call reduction

How a US insurer cut call volume and improved service with predictive insights

Insurance

All rights reserved © 2026 Fractal Analytics Inc.

Registered Office:

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

CIN : L72400MH2000PLC125369

GST Number (Maharashtra) : 27AAACF4502D1Z8

All rights reserved © 2026 Fractal Analytics Inc.

Registered Office:

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

CIN : L72400MH2000PLC125369

GST Number (Maharashtra) : 27AAACF4502D1Z8