Dataiku Use Cases and Success Stories

Discover pioneering Dataiku use cases and success stories shared by customers, partners, academics, and nonprofits participating in the Dataiku Frontrunner Awards. Use the following labels to filter submissions by industry:

Zeus: Modernizing Manufacturing With Dataiku Cloud
From improving yield to inventory optimization, Zeus is on a mission to drive business value with advanced analytics, while ensuring speed and efficiency. ~2 weeks To get models into production, vs. 16-20 weeks before Dataiku Millions Of rows of manufacturing data generated per day 15-30 Minutes between inventory models…
Frende Forsikring: Boosting Customer Trust With Generative AI
Frende Forsikring uses Dataiku to streamline operations, improve customer experience, and solidify its reputation as an advanced insurer in a competitive market. $100K Saved by automating competitor intelligence with Dataiku 110 Hour of work saved per month with LLM-driven insurance cancellations Norwegian insurance…
Akamai: Transforming Data Discovery With LLMs
With Dataiku, Akamai built a locally hosted LLM-powered chatbot, serving as a comprehensive tool for effortless data exploration tailored to all users. $37.5K In savings by automating dataset descriptions $150K In savings by streamlining the data discovery process 6K+ Hours saved by streamlining the data discovery process…
Clayco: Revolutionizing Cash Flow Forecasting
Clayco streamlined cash flow forecasting (improving speed and accuracy) by moving from spreadsheet-based to ML-based predictions. 4x Increase in frequency of cash flow forecasts 76% Reduction in forecast production time <4 Months to build a working production model Clayco specializes in the art and science of building,…
Airline Pilot Club: Transforming Pilot Training With AI
Airline Pilot Club leveraged Dataiku to revolutionize pilot training with personalized, efficient, and compliant solutions. 12.5% Reduction in administrative time with Amelia.2 in Dataiku 22.5% Increase in operational efficiency with Amelia.2 in Dataiku 25% Improvement in recruitment accuracy with Amelia.2 in Dataiku With…
ALMA: Streamlining Astronomical Operations With Analytics and AI
ALMA leverages Dataiku to automate data monitoring, streamline proposal reviews, and optimize telescope operations, saving hundreds of hours and enhancing astronomical research. 50-120 Hours Saved of Astronomers on Duty (AoD) and expert staff time by reducing manual assessments Weekly Monitoring of observational data…
Novo Nordisk: Using Generative AI to Drive Enterprise-Wide Efficiency
From predictive insights for scientific exchange to generative AI-driven chatbots for scientific research and incentive compensation support, Novo Nordisk is improving outcomes with analytics and AI. Global healthcare company Novo Nordisk leverages generative AI features and capabilities in Dataiku to create predictive…
Travis Perkins plc: Using Data Science to Improve Employee Safety
With Dataiku, Travis Perkins plc applied a data-driven approach to enhance safety in their branches by proactively uncovering health and safety risks. 10x Faster data transformation and modeling with Dataiku 800% Improvement in data onboarding efficiency In the bustling world of construction, where heavy materials and…
John Lewis Partnership: Ensuring MLOps at Scale With Deloitte & Dataiku
Dataiku and Deloitte transformed JLP's AI landscape, enabling them to operationalize their AI initiatives, streamline processes, and generate substantial financial benefits. 12 AI models operationalized successfully 1-2 Weeks for model iteration vs. 10-12 weeks prior to Dataiku 5 Weeks to deploy models to production vs.…
Western Digital: Smarter Email Categorization and Quality Control
Western Digital leverages Dataiku’s NLP and MLOps capabilities to automate email categorization and wafer testing in manufacturing, saving 100 hours monthly and improving product quality. 10,000 Emails per week auto extracted, analyzed, & labeled 80%+ Accuracy in email categorization 17% Reduction in email traffic thanks…
Security Bank Corporation: Enhancing Bank Operations With AI
Security Bank Corporation leverages Dataiku to optimize liquidity risk management, accelerate model deployment, and boost operational efficiency. 92% Decrease in the number of models needed for liquidity risk management (from 12 to one) 75% Reduction in manual data preparation and ECL calculation times 75% Reduction in the…
Zayo: Driving Operational Efficiency With Analytics & AI
Zayo’s data science team is focused on use cases that deliver cost benefits to the company and enable the business to achieve their operational metrics. Only Weeks To build & deploy a churn model (vs. 14 months!) Millions Saved In months with the churn prediction and revenue assurance models in Dataiku From fiber and…
Johnson & Johnson: Transforming Vision Care With Generative AI
Johnson & Johnson’s Vision team partnered with Dataiku for a generative AI training and hackathon, which led to working prototypes in less than two days. 80+ Johnson & Johnson employees use Dataiku <2 Days to build working generative AI and LLM prototypes with Dataiku Johnson & Johnson’s Vision team wants to reimagine the…
Prologis: Reaching Operational Excellence With Dataiku
Prologis democratized AI with Dataiku, leveraging AutoML features to enable analysts to build and deploy models with no coding knowledge. 12x Increase in productionalized projects 30 Projects and 30 APIs in active use vs. 5 prior to Dataiku 2,000 Users leveraging AI to streamline workflows Prologis’ AI journey began with a…
FLOA: Transforming Payment Solutions for Compliance and Efficiency
Leveraging Dataiku, FLOA transformed payment solutions with AI to boost compliance, streamline operations, and elevate customer and employee satisfaction. 50 Million risk score calls handled annually 25% Increase in data scientist productivity 0.05% Error rate in risk assessments with <150 millisecond response time FLOA is…
Sumitomo Rubber: Optimizing Manufacturing With Automation & AI
Sumitomo Rubber Industries transformed a core manufacturing process through Dataiku's automation, enhancing efficiency, product quality, and decision-making. Hours Saved with improved efficiency 80% Of product sizes showed enhanced consistency with the AI-optimized process Sumitomo Rubber Industries, Ltd., a prominent…
Convex: Data Democratization at Scale With Dataiku & Snowflake
Convex has embedded data scientists and data engineers into business functions throughout the company, notably the actuarial team, to improve underwriting performance and make better decisions with data. Only hours To run the actuarial reserving report with refreshed data (vs. days previously) 1 Week (Vs. 5 months with…
myAgro: Scaling Farmer Support Through Real-Time Insights
With Dataiku, myAgro boosted sales by 75% with advanced client targeting, supported 900,000+ farmer participations in training, and streamlined data for real-time decisions. 75% Sales growth among the most active vendor segments through client targeting 900K+ Farmer participations in climate-smart training, made possible…
Novartis: Streamlining Analytics & AI Across the Organization
Novartis moved from manual spreadsheet calculations to informed decision-making with Dataiku and harnessed the Dataiku LLM Mesh to revolutionize healthcare market research. 90% Reduction in time to insights in GenAI use case 600% Acceleration in data ingestion time in spreadsheet use case In the fast-paced world of…
Roche: Boosting Case Law Analysis With Generative AI
Roche harnesses Generative AI and the Dataiku LLM Mesh to automate case law analysis, boosting efficiency and reducing resource costs. Hours Saved in attorney hours per court proceeding Increased Quality in insights to enhance case law analysis completeness European patents in the pharmaceutical sector often lead to…
Perdue Farms: From Data Chaos to Clarity With Dataiku
Perdue Farms transformed its operational efficiency and decision making by automating USDA data collection and reporting with Dataiku. Only Hours To complete data analysis vs. days prior to using Dataiku 6+ Hours Saved monthly with Dataiku Perdue Farms, a leading U.S. food and agricultural company, faced significant…
BCLC: Optimizing Media Spend and Driving Marketing ROI
BCLC transformed its marketing strategy by developing in-house Marketing Mix Models, saving costs, optimizing media spend and more. $1 Million saved in consulting fees 40x Higher returns on ad spend Thousands saved removing external vendors and automating the MMM process for more timely refreshes The British Columbia…
bp T&S - ML-Driven Quantitative Trading
Team members: * Robert Doubble, VP Trading Data Analytics * Carl Hale, VP Programme Management * Alex Jackson, Commodities Trading IT Delivery Manager * Heemanshu Jain, Principal Product Manager, Trading Analytics Country: United Kingdom Organization: bp Trading & Shipping T&S is the energy and commodity trading arm of bp…
Plusgrade - Implementing Data-Driven Marketing At Scale
Name: Kelvin Ye, Team Lead, Data Science Country: Canada Organization: Plusgrade Plusgrade powers the global travel industry with its portfolio of leading ancillary revenue solutions. Over 200 airline, hospitality, cruise, passenger rail, and financial services companies trust Plusgrade to create new, meaningful revenue…
One Acre Fund - Democratizing Data Management in Decentralized Organization
Name: Emiel Veersma, Data Scientist Country: Rwanda Organization: One Acre Fund As an NGO committed to making a lasting impact, One Acre Fund empowers smallholder farmers across East Africa through asset-based financing and comprehensive agriculture training services, effectively combatting hunger and poverty. With its…
ZS Associates - Personalized Client Engagement Transformation Experience at Scale for Highest Impact
Team members: * Vikesh Doshi * Sukesh Sogani * Vishal Shrivastava * Subbiah Sethuraman * Aditya Yadav * Kratika Saxena * Parikshit Goutam * Nihal Mehta * Ashish Satya Verma * Utkarsh Jain * Shubham S Tiwari * Pratip Khandelwal Country: India Organization: ZS Associates ZS is a management consulting and technology firm…
FINRA - Implementing Self-Service Cloud Scalability Across the Organization
Team members: * Geetha Ramachandran, Senior Director, Technology * Paul Schiavone, Senior Director, Market Regulation * Alexey Egorov, Senior Data Scientist, Market Regulation * Wangfa Zhao, Senior Data Scientist, Market Regulation * Tate Welty, Data Scientist, Market Regulation * David Ptashny, Director, Member…
FINRA - Enabling Self-Service Analytics to Improve Reaction to Market Events
Team members: * Geetha Ramachandran, Senior Director, Technology * Paul Schiavone, Senior Director, Market Regulation * Alexey Egorov, Senior Data scientist, Market Regulation * Wangfa Zhao, Senior Data scientist, Market Regulation * Tate Welty, Data Scientist, Market Regulation * David Ptashny, Director, Member…
Galeria – Automatic Data Transfer Across Servers for Easier Accessibility
Name: Daniel Bindig, Data Engineer/Scientist Country: Germany Organization: Galeria Galeria is Germany's largest, and Europe's second-largest department store chain. Awards Categories: * Best Acceleration Use Case * Best Data Democratization Program * Best Approach for Building Trust in AI Business Challenge: As a retail…
Financial Services Institution - Efficient Deployment of Compliance Models to Support Field Teams
Name: Christie Hampton, Machine Learning Engineer Country: United States Organization: Wealth management services provide portfolio management, investment advice and research services to support individuals with achieving their desired financial goals. My current employer (The Firm) is currently ranked amongst the top…
ABS - Commercial Vessels Churn Prediction for Sustaining Long-Term Revenue
Team members: Ivan Chernukha, Senior Machine Learning Engineer, with: * Luke Rouquette, Director, Analytics Innovation * Harold Mitchell, Manager, Machine Learning Operations * Amin Asgharzadeh, Senior Data Scientist * Gabriel Fonteles, Rotational Engineer * Qiong Wu, Senior Data Scientist Country: United States…
Moderna - Developing AI Literacy, in Practice
Name: Jordan Alcott, Associate Director, Analytics Platforms & Data Fluency Country: United States Organization: Moderna In over 10 years since its inception, Moderna has transformed from a research-stage company advancing programs in the field of messenger RNA (mRNA), to an enterprise with a diverse clinical portfolio of…
Novartis - Automated Commercial Analytics For Brand Uptake
Team members: Deepthi Sanam, Senior Data Solutions Manager, Insights and Commercial Solutions, with: * Anjani Sharma * Piyush Kumar * Vikneshwaran Sambanthan Country: India Organization: Novartis At Novartis, we are reimagining medicine to improve and extend people’s lives. We are working hard to produce breakthroughs and…
Macquarie Group - Integrated Data Governance Powering Business-Driven Risk Management
Team members: Jon Hill, Director, Data Analytics, with: * Stephanie Wong * Naunghton Williams * Kanwal Nain Singh * Saeon Piremakumar * Vandana Gudwani Country: United Kingdom Organization: Macquarie Group Limited Macquarie is a global financial services group operating in 34 markets in asset management, retail and…
Merck - A Holistic Approach for Enterprise-Level Data Democratization
Team members: Michael Dickmann, Associate Director - Technical Product Management, AI/ML Foundations, with: * Asheesh Chhabra * Manoj Vig * Jiri Janous * Galina Spivak * Alexandra Filip * Vincent Capodanno * Zdenek Kabat * Richard Dobis * Dharma Subramanian * Mahendra Vemula * Ajay Kumar * Anupam Agnihotri * Yasin Cagri…
ZS Associates - Efficiently Managing Hundreds of Models in Production
Team members: Aman Jain, Engineering Lead, with: * Arun Shastri * Anupam Awasthi * Sandeep Verma * Anoop Tripathi * Subbiah Sethuraman * Hemangshu Agarwal * Aditya Sharma * Rahul Sahu * Nikhil Parmar * Pratik Chaudhari * Raghava Krishna * Rohit Garg * Sriniketh Shankar * Abhinav Singh Country: India Organization: ZS…
Doosan Corporation - Electric Furnace Steel Capacity Prediction
Country: Korea South Organization: Doosan Corporation Doosan Group is a South Korean multinational conglomerate corporation. It is the oldest running company in South Korea and is ranked as one of the world’s top 10 largest heavy equipment manufacturers. Within Doosan, our department, the Head of Digital(HoD), performs…
SCMS, Dayananda Sagar University - Teaching the Next Generation of Analytical Talent with Dataiku
Team members: * Prof Capt Nagaraj Subbarao * Prof H N Shankar * Prof Mohan Srinivasan * Prof Amulya Panda * Prof Padmalatha * Prof Vasudevan * Prof Chinmoy Kumar * Prof Sagar Manjunath Country: India Organization: SCMS, Dayananda Sagar University Dayananda Sagar University with its legacy of over more than five decades of…
M1 - Building Company-Wide Data Literacy Through a Slack-First Approach
Team members: Nicklas Ankarstad, Sr. Director, Data Science & Analytics, with: * Rahul Nair * Holden Price * Brenna Sullivan * Sam Weeks * Nicholas Hotz * Brian Wonch * Crystal Ancona * Michael Herman * Catherine Brennan * Matt Soehren Country: United States Organization: M1 Finance M1 is a financial services company that…
ALMA Observatory - Rising Data Science & Analytics to Meet Operational and Astronomical Demands with
Team members: Ignacio Toledo, Data Science and Analytics Lead, with: * Sergio Pavez * Tomás Staig * José Lobos * Gastón Velez * Jose Luis Ortiz * Rosita Hormann * Jorge García * Departments of Science Operations and Computing Country: Chile Organization: ALMA In the Chajnantor Plateau in the Atacama Desert, one of the…
Air Canada - Quick Modelling Solution to Increase Marketing Effectiveness
Team members: Customer & Loyalty Analytics Team, with special mention to: * Jonathan Mclachlan, Data Scientist, Analytics – Loyalty Spend * Jonas Isenegger, Data Scientist, Customer & Loyalty Analytics * Luc Gagnon, Director, Analytics - Travel Marketing & Loyalty Spend * Fenton Zhang, Data Scientist, Customer & LCM…
Air Canada - Route Marketing Audience Discovery App and Standard Profile
Team members: Customer & Loyalty Analytics Team, with special mention to: * Anastasia Liatos, Manager, Analytics - Route Marketing & Non Air Travel * Aastha Sachdeva, Data Scientist, Analytics - Route Marketing & Non Air Travel * Luc Gagnon, Director, Analytics - Travel Marketing & Loyalty Spend Country: Canada…
Air Canada - Post Campaign Analysis Automation
Team members: Customer & Loyalty Analytics Team, with special mention to: * Luis Miguel Caballero Chavez, Sr Data Analyst, Analytics - Route Marketing & Non Air Travel * Adam Nagel, Manager, Analytics - Retail & LCM * Luc Gagnon, Director, Analytics- Travel Marketing & Loyalty Spend Country: Canada Organization: Air Canada…
MEWA - Forecasting Animal Diseases to Inform Prevention and Public Action
Team members: * Amr Mansour, Lead AI Consultant * Mohammad Osman, Data Scientist * Mohammad Abusaad, Data scientist Country: Saudi Arabia Organization: MEWA The Ministry of Environment, Water and Agriculture (MEWA) is a ministry in Saudi Arabia responsible for achieving sustainability of the environment and natural…
Novartis Pharmaceuticals - Streamlining Analytics and Machine Learning Across the Organization
Team members: Jalpesh Chavda, Associate Director, with: * Trinath Chittiprolu * Shashank Vishwakarma * Shachi Sankhla * Apeksha Lanjewar * Suman Dewan Country: United States Organization: Novartis Pharmaceuticals Novartis’s purpose is to reimagine medicine to improve and extend people's lives. We use innovative science and…
KANEKA Corporation - Automated Drying Process Temperature Control with ML to Optimize Resources
Team members: * Shingo Kinaka, Manager, DX & Carbon Neutral Team * Mr. Hiroaki Ichiriki, DX & Carbon Neutral Group, Global Production & Engineering Integrity Center * Mr. Yuya Hitotsuda, Corporate Manufacturing Integrity Center Country: Japan Organization: KANEKA Corporation Line of Business (Solutions Vehicles) Vinyls and…
One Acre Fund - Automating Manual Processes to Improve Payment Timeliness and Operator Retention
Name: Sefinew Aragie Title: Senior Data and Operation Specialist Country: Ethiopia Organization: One Acre Fund One Acre Fund –Ethiopia (Charity No 3241) is an organization dedicated to pioneering proven solutions for sustainably increasing the productivity of the world’s poorest farm families. One Acre Fund’s mission is to…
AWR Automotive – Predicting Customer Lifetime Value
Team members: * Sethuramalingam Subramaniam, Senior Data Scientist * Dr. Mani Abedini, Data Science Manager * Sebastian Samuel, Chief Information Office * Abhiruchi Tiwary, Lifecycle manager Country: United Arab Emirates Organization: AWR Automotive The AW Rostamani Group, also known as “AWR”, is a privately held company…
AWR Automotive – Improving Customer Retention Through Churn Prevention
Team members: * Anitha Banu, Senior Data Engineer * Dr. Mani Abedini, Data Science Manager * Sebastian Samuel, Chief Information Officer * Abhiruchi Tiwary, Lifecycle manager * Mahesh Rohra, Chief Strategy and Planning Office Country: United Arab Emirates Organization: AWR Automotive The AWRostamani Group has a diverse…
MandM - Using Customer Lifetime Value Scores to Understand Inherent Future Value and Deliver Persona
Team Members: * Ben Powis, Head of Data Science * Joel Lenden, Data Scientist Country: United Kingdom Organization: MandM MandM is an online discount fashion retailer. It is one of the largest online fashion retailers in the UK. They sell highly discounted products from many of the world's biggest brands, direct to…
MandM - Leveraging Sophisticated Machine Learning Models to Support Business Growth in International
Team Members: * Ben Powis, Head of Data Science * Joel Lenden, Data Scientist * David Hool, Analytics Lead * Ben Nichols, Data Scientist Country: United Kingdom Organization: MandM MandM is an online discount fashion retailer. It is one of the largest online fashion retailers in the UK. They sell highly discounted products…