Databricks Data + AI Platform

Evidence mix: High 72 · Medium 0 · Low 0 — bands are computed from each record's evidence signals.

Use cases (72)Related technologies (12)Products & vendor

IndustryRetail11Technology & Software9Financial Services8Energy7Manufacturing7Healthcare6Media & Entertainment6Telecommunications5Consumer Goods2Real Estate2Transportation2Travel & Hospitality2Cybersecurity1Education1Government & Public Sector1Life Sciences1Marketing1

CountryIndia3Brazil2Netherlands2Singapore2South Korea2United Kingdom2Australia1Finland1Japan1Korea1Switzerland1Thailand1Location not stated53

72 use cases

Travel & HospitalityPredictive AnalyticsGenerative AI

Virgin Australia modernizes data infrastructure on Databricks to improve baggage handling and loyalty

Virgin Australia replaced a constrained on-premises data warehouse with the Databricks Data + AI Platform, implementing a Delta Lake medallion architecture with MLflow and Unity Catalog to power recommendation engines and propensity models, achieving a 75% increase in real-time data availability, 50% decrease in data ingestion time, 90% faster ML model deployment, and a 44% reduction in mishandled baggage.

VAVirgin AustraliaDatabricks Data + AI Platform · Delta Lake · Unity Catalog +3

Technology & SoftwarePredictive Analytics

Punchh accelerates loyalty analytics with a Databricks lakehouse on AWS

Punchh migrated from AWS MySQL to a centralized Databricks lakehouse on AWS with Delta Lake and Databricks SQL to unify raw and refined data for ML and BI teams, increasing campaign analytics dashboard processing performance by 90x, reducing dashboard costs by 50% per request, and improving customer net promoter score by 12% (40 basis points).

PUPunchhDatabricks Data + AI Platform · Delta Lake · Databricks SQL +1

Technology & SoftwareMachine LearningPredictive Analytics

SafeGraph optimizes geospatial data processing with Databricks and Delta Sharing

SafeGraph used the Databricks Data + AI Platform, Delta Lake, Delta Sharing and MLflow to process petabytes of geospatial data and feed predictive models, achieving 2x-10x faster spatial querying, indexing and partitioning and a 50% reduction in peak memory consumption compared to other platforms, while reducing data access time for partners from months to minutes via Delta Sharing.

SASafeGraphDatabricks Data + AI Platform · Delta Lake · Delta Sharing +4

Media & EntertainmentGenerative AINatural Language ProcessingConversational AIMachine Learning

SEGA Europe builds a player sentiment analysis GenAI model and Genie One self-serve analytics on Databricks

SEGA Europe consolidated data from over 40 million players generating 50,000+ events per second into Delta Lake with Lakehouse Federation and Unity Catalog, then built a generative AI player sentiment analysis model that analyzes 10,000+ user reviews daily to identify gameplay issues, and deployed Genie One for natural-language self-serve analytics, achieving a 10x faster time to insight.

SESEGA EuropeDatabricks Data + AI Platform · Delta Lake · Lakehouse Federation +4

RetailMachine LearningRecommendation & Personalization

Specsavers uses Databricks for data intelligence in eyecare and hearing care

Specsavers uses the Databricks Data + AI Platform, including Unity Catalog for fine-grained access control over sensitive patient data, to power analytics, personalized care, automated store-level insights, and machine learning models that optimize customer interactions and reduce appointment no-shows.

SPSpecsaversDatabricks Data + AI Platform · Unity Catalog

EducationPredictive AnalyticsMachine Learning

Flinders University builds a centralized analytics portal on Databricks for near real-time student insights

Flinders University used the Databricks Data + AI Platform on Microsoft Azure, with Delta Lake and MLflow, to build the Flinders Intelligence Portal (FLIP), a centralized self-service analytics portal replacing week-long manual data requests with near real-time reporting on student enrollment, well-being and performance.

FUFlinders UniversityDatabricks Data + AI Platform · Delta Lake · Power BI +4

Life SciencesPredictive Analytics

Genome Institute of Singapore accelerates whole genome processing with Databricks

Genome Institute of Singapore (A*STAR), working with Precision Health Research Singapore (PRECISE) on the National Precision Medicine strategy, used the Databricks Data + AI Platform with Delta Lake and Glow to run joint calling of 10,000 whole genomes in under 72 hours, a 15x improvement over their prior approach, to support population-scale precision medicine research.

GIGenome Institute of Singapore· SingaporeDatabricks Data + AI Platform · Delta Lake · Glow +2

HealthcarePredictive AnalyticsCode Generation

Improving decision-making to save lives faster

Powys Teaching Health Board (PTHB), which plans NHS services for a quarter of Wales, migrated from a strained on-premises SQL warehouse to the Databricks Data + AI Platform to unify patient, workforce and partner-organization data within a year. The federated lakehouse cut time to build data pipelines by 40%, and staff using the AI-powered Databricks Assistant became 65% more productive answering data questions, while the board is now exploring predictive use cases such as forecasting feature utilization.

PTPowys Teaching Health Board· United KingdomDatabricks Data + AI Platform · Unity Catalog · Power BI +2

HealthcareLarge Language ModelsPredictive AnalyticsMachine Learning

Protecting people's health and well-being with AI

Milliman's MedInsight group, which provides actuarial insights to over 300 U.S. healthcare organizations, replaced a rigid on-premises 50-node Spark cluster with the Databricks Data + AI Platform to process rising volumes of healthcare claims data. Using Delta Lake, Auto Loader and MLflow, Milliman MedInsight achieved 15x to 35x faster data pipeline performance and 5x to 7x faster delivery of health insurance risk insights, and plans to build an LLM-powered AI assistant trained on healthcare claims data and domain documentation.

MMMilliman MedInsightDatabricks Data + AI Platform · Delta Lake · Auto Loader +1

RetailRecommendation & PersonalizationPredictive Analytics

Al-Futtaim becomes customer-centric with Databricks

Al-Futtaim, a Middle East conglomerate distributing brands like Toyota, IKEA and Marks & Spencer across 200+ brands, built a unified 'golden customer record' on the Databricks Data + AI Platform with Delta Lake and Delta Sharing, replacing a legacy on-premises data warehouse. This delivered a 10% increase in automotive sales, a 30% decrease in lost sale opportunity and inventory holding cost, and 4x faster time-to-insight.

ALAl-FuttaimDatabricks Data + AI Platform · Delta Lake · Databricks SQL +3

Real EstatePredictive Analytics

Matching home buyers with their dream house

Compass, a real estate technology company, uses the Databricks Data + AI Platform to deliver predictive intelligence that identifies homeowners likely to sell, helping agents optimize marketing budgets and outreach strategies, replacing siloed ad hoc data lakes with a unified platform.

CompassDatabricks Data + AI Platform · Unity Catalog · Databricks SQL

Media & EntertainmentPredictive Analytics

Personalizing fantasy sports for millions of users

Dream11, the world's largest fantasy sports platform with over 120 million users, used Databricks on AWS to build scalable machine learning capabilities for personalization, social recommendations, real-time predictions and fraud detection. This shortened its time-to-market for new ML-powered solutions by 5x, from 5 months to 4 weeks.

Dream11Databricks Data + AI Platform · Agent Bricks

MarketingPredictive Analytics

Empowering marketers with next-gen customer intelligence

Acxiom used the Databricks Data + AI Platform to securely unify customer data for analytics, giving clients the ability to create customer-centric insights, improving marketing conversions and revenue. The platform delivered around 30% faster time-to-market of actionable customer insights and about 15% reduction in operational costs.

AcxiomDatabricks Data + AI Platform · Delta Lake · Delta Sharing

Real EstateRecommendation & Personalization

Sinyi Realty's AI Intelligent Recommendation System personalizes property matching

Sinyi Realty, Taiwan's leading real estate solutions provider, built an AI Intelligent Recommendation System (launched May 2022) on the Databricks Data + AI Platform and Delta Lake, using machine learning to power its Property Recommender Solutions and match properties to buyers based on consumer-centric behavioral and demographic attributes. The system delivered a 200% increase in website click-through rates, a ~30% increase in customer conversions, and a 20% increase in property closing rates.

Sinyi RealtyDatabricks Data + AI Platform · Delta Lake · Unity Catalog

Media & EntertainmentPredictive Analytics

SciPlay uses machine learning for churn prevention and player personalization

SciPlay, a mobile social gaming company behind titles like Jackpot Party and Quick Hit Casino, built machine learning models with MLflow on the Databricks Data + AI Platform, including a churn prevention model that identifies players at risk of churning and customer segmentation models that target cohorts of players with personalized gaming experiences. This drove a 5% uplift in user retention across games, 75% faster time-to-market for new games and features, and reduced time-to-insight for nontechnical teams from 4 hours to 4 minutes (60x faster).

SCSciPlayDatabricks Data + AI Platform · MLflow · Delta Lake

Technology & SoftwarePredictive Analytics

Quartile uses patented machine learning to optimize e-commerce ad bidding

Quartile, the world's largest e-commerce cross-channel advertising platform, built on six patented machine learning technologies, automates and optimizes ad bidding across Google, Facebook, Amazon, Instacart, Walmart and other channels. Its patented ad-performance algorithms run on the machine learning persona in the Databricks Data + AI Platform. After migrating to Databricks and Delta Lake, Quartile reduced the runtime of its daily bid-optimization job from 7.5 hours to 45 minutes and cut data storage by 80% compared to traditional data warehouses.

QUQuartileDatabricks Data + AI Platform · Delta Lake · Databricks SQL

Consumer GoodsPredictive Analytics

Barilla uses machine learning for predictive maintenance and supply chain optimization

Barilla, the world's largest pasta producer, uses MLflow on the Databricks Data + AI Platform to operationalize machine learning models across its manufacturing operations. Predictive maintenance models forecast machine failures so maintenance can be scheduled proactively, reducing unplanned downtime, energy use, and emissions. Manufacturing cost deployment models help staff extract and allocate industrial costs and quantify plant losses. The company runs 90% of its business (finance, R&D, manufacturing, supply chain, marketing) on the platform, with 40+ data products in production and 1,000+ dashboards, saving millions of euros in production costs.

BABarillaDatabricks Data + AI Platform · Delta Lake · Unity Catalog +1

Technology & SoftwarePredictive Analytics

SkyHive uses machine learning to power workforce recommendations

SkyHive provides AI-generated labor market intelligence, normalizing global job listings and skill sets across industries and languages. Its data science team uses MLflow on the Databricks Data + AI Platform to orchestrate hundreds of machine learning models that generate workforce and job recommendations, analyzing over 1 petabyte of labor data (150 trillion transactions/day). The lakehouse migration let SkyHive query its full dataset in under 20 minutes (versus 22+ hours to process just 1/100th before) and improved time-to-market for new labor insights applications by 13x.

SKSkyHiveDatabricks Data + AI Platform · MLflow · Delta Lake

Government & Public SectorDocument IntelligenceGenerative AI

IFC assesses ESG risk with AI-powered MALENA platform

The International Finance Corporation (IFC), part of the World Bank Group, built MALENA (Machine Learning ESG Analyst), an AI-powered platform that uses NLP, sentiment analysis and named entity recognition to extract ESG insights from unstructured text such as impact assessments, news articles and sustainability reports at scale. Built on the Databricks Data + AI Platform with GPU computing and MLflow for the ML lifecycle, MALENA analyzes 19,000 sentences per minute (a 950x increase over manual review) and identifies 1,200 ESG risk terms, reducing document analysis time from weeks to days and enabling IFC to offer MALENA to external users as the World Bank Group's first AI as a Service.

IFInternational Finance Corporation (IFC)Databricks Data + AI Platform · MLflow · Azure Data Lake

EnergyPredictive Analytics

GreenFlex uses machine learning to identify energy consumption anomalies

GreenFlex, a European leader in environmental management and energy efficiency services, gathers IoT energy consumption data from customers and leverages machine learning to identify consumption anomalies, helping customers devise tailored energy optimization strategies. The company modernized its data infrastructure with the Databricks Data + AI Platform and Unity Catalog to manage and govern terabytes of energy consumption data supporting these ML and BI use cases.

GRGreenFlexDatabricks Data + AI Platform · Unity Catalog · Delta Lake

HealthcarePredictive Analytics

CareSource Improves Maternal Health With AI

CareSource, a managed care organization, uses the Databricks Data + AI Platform to combine claims, care management, and authorization data with machine learning via MLflow for predictive maternal care, identifying high-risk pregnancies earlier to accelerate interventions. The platform boosted productivity by up to 50% and reduced model development time from eight weeks to three.

CACareSourceDatabricks Data + AI Platform · MLflow

EnergyPredictive Analytics

Shell delivers innovative energy solutions with data and AI on Databricks

Shell built its Shell.ai platform on Databricks to unify data, analytics, and AI workloads for its 600-member mathematics, computational and data science team, running over 100 AI applications including an inventory prediction model running 10,000+ simulations across spare parts and facilities, and an AI-powered recommendation engine for its loyalty program.

SHShellDatabricks Data + AI Platform · Delta Lake

Travel & HospitalityPredictive Analytics

Heathrow Airport builds a machine learning passenger flow forecasting model on Databricks

Heathrow Airport replaced a spreadsheet-based passenger forecasting process with an ML forecasting model on the Databricks Data + AI Platform. The new model cut forecast turnaround from two weeks (two people) to four hours (one person) and reduced the flight-level forecasting error margin from 30% to 10%, letting the airport proactively plan cleaning, maintenance and staffing around passenger wait times.

Heathrow AirportDatabricks Data + AI Platform · Delta Sharing · Unity Catalog +2

Financial ServicesRecommendation & Personalization

AI-driven personalization improves advisor outreach

Ceska sporitelna, part of Erste Group, built Persona 360 on the Databricks Data + AI Platform to combine transactional, call center and digital data into deterministic and probabilistic client insights for branch advisors, using Unity Catalog, Feature Store and Lakeflow Jobs. Approximately 32% of branch advisors clicked on their personalized tips, half of advisor calls enhanced by personalized tips resulted in a personal meeting, and the bank gained 1,000 new client meetings within the first three months.

Česká spořitelnaDatabricks Data + AI Platform · Unity Catalog · Delta Lake +2

ManufacturingPredictive AnalyticsMachine LearningLarge Language Models

Powering efficient manufacturing worldwide

Hanwha Corporation unified data from its Global, Momentum, and Engineering and Construction divisions onto the Databricks Data + AI Platform, using Delta Lake and Unity Catalog to build an integrated data and AI system for scenario analysis and scheduling. The platform, with Databricks support for machine learning and large language model adoption, cut manual reporting time by more than 97% and reduced input-screen development time by more than 90%.

HCHanwha CorporationDatabricks Data + AI Platform · Delta Lake · Databricks SQL +5

Financial ServicesConversational AIPredictive AnalyticsRecommendation & Personalization

Closing deals with better customer insights

Xanadu Realty, an Indian real estate firm, partnered with Exponentia.ai to build the Xanadu Decision Engine (XDE) on the Databricks Data + AI Platform, enabling conversational analytics, lead scoring and AI-driven virtual assistance for sales teams. Using Delta Lake, a feature store and MLflow to manage the ML lifecycle, Xanadu achieved a 25% increase in lead-to-customer conversion ratio and is developing further ML models and generative AI capabilities, including LLM-powered chatbots.

XRXanadu Realty· IndiaDatabricks Data + AI Platform · Delta Lake · MLflow +1

Technology & SoftwareFraud & Anomaly DetectionRecommendation & PersonalizationLarge Language ModelsConversational AI

Building trust in mobile communications

First Orion, which protects mobile subscribers from scam calls by analyzing over 350 million calls daily, migrated from AWS EMR to the Databricks Data + AI Platform to power anomaly detection, fraud prevention and branded-calling products, boosting productivity by more than 35% and generating over $12.7 million in value over three years. The company is also using open LLMs such as MosaicML MPT and Dolly on the lakehouse to build conversational AI for document search and scam interception, with preliminary results showing a 5x increase in search efficiency.

FOFirst OrionDatabricks Data + AI Platform · Delta Lake · Databricks SQL +5

Financial ServicesPredictive AnalyticsMachine Learning

Unlocking the potential of social banking to the underserved

KASIKORN LINE, operator of Thailand's LINE BK social bank, used the Databricks Data + AI Platform to build a credit scoring model that combines conventional financial data with behavioral data from the LINE messaging app to assess creditworthiness for underbanked and unbanked customers. The platform cut time to insights by up to 60x, scaled data volumes for training ML models 2-5x, and accelerated experimentation for social banking models by up to 2x.

KLKASIKORN LINE· ThailandDatabricks Data + AI Platform · Delta Lake · Databricks SQL +1

TransportationFraud & Anomaly DetectionPredictive AnalyticsNatural Language Processing

Data-powered car-sharing gives people the freedom to drive

GetGo Carsharing, Singapore's largest car-sharing company, migrated to the Databricks Data + AI Platform to unify telemetry, payment and image data from over 300,000 drivers and 3,000 vehicles. Using geospatial analysis and natural language processing, GetGo reduced fuel theft by 50% by detecting fraudulent refueling patterns, accelerated time to insights by 66%, and cut time to market for new data products by 20%.

GCGetGo Carsharing· SingaporeDatabricks Data + AI Platform · Delta Lake · Unity Catalog +4

RetailRecommendation & PersonalizationPredictive Analytics

Ushering in a new era of personalized retail shopping

Emart24, a Korean convenience store chain with over 6,500 stores, migrated to the Databricks Data + AI Platform to process transaction data from more than 6 billion transactions and 80,000 products, cutting analysis time from 27 hours to 1 hour (96% reduction) and lowering compute costs by 93%. The new platform underpins AI-powered product recommendation services, a cashierless smart store system, and demand forecasting for logistics centers.

EMEmart24· South KoreaDatabricks Data + AI Platform · Delta Sharing

RetailPredictive AnalyticsNatural Language ProcessingLarge Language ModelsRecommendation & Personalization

Enabling business growth with happier consumers

Aditya Birla Fashion and Retail Ltd. (ABFRL) unified data from 4,000 retail locations onto the Databricks Data + AI Platform to power machine learning across markdown pricing, in-store recommendations, detractor segmentation via k-means clustering, and market basket analysis, achieving 20x faster ML serving for markdown models and cutting model development time in half. The company also uses LLMs to auto-generate product descriptions and NLP for sentiment analysis and topic classification of customer feedback.

ABAditya Birla Fashion and Retail LtdDatabricks Data + AI Platform · Databricks SQL · Unity Catalog +2

RetailRecommendation & PersonalizationPredictive Analytics

Global fashion leader increases revenue with better data

Burberry combined the Databricks Data + AI Platform with Snowplow's Behavioral Data Platform to build a real-time AI-Ready Customer 360 from website clickstream data, replacing daily data batches. The platform runs 40 personalized machine learning models covering product recommendations, propensity scoring and customer lifetime value, cutting clickstream data latency by 99% and extending cookie duration 52x, letting in-store client advisors see customers' recent online behavior on mobile devices to deliver personalized service.

BUBurberryDatabricks Data + AI Platform · Delta Lake · Agent Bricks +2

ManufacturingMachine LearningPredictive Analytics

Mercedes-Benz Tech Innovation transforms the car experience

Mercedes-Benz Tech Innovation (MBTI) adopted the Databricks Data + AI Platform to process sensor data streams from millions of vehicles and EV charging stations. Databricks SQL cut query and loading time from 192 hours to 90 minutes, and MBTI now runs machine learning models on the lakehouse architecture to analyze vehicle battery capacity, route information and charging station locations, providing drivers with optimized route planning and charging stops.

MTMercedes-Benz Tech InnovationDatabricks Data + AI Platform · Databricks SQL

Media & EntertainmentFraud & Anomaly DetectionRecommendation & PersonalizationPredictive Analytics

Leveraging hyper-personalization: Enriching the player journey through data and automation

Games24x7, an Indian online gaming platform with over 100 million players, partnered with Databricks to unify data operations and automate data pipelines supporting its machine-learning-driven hyper-personalization and fraud detection systems. The move deployed fraud prediction models 16% faster and reduced operational costs for BI workloads by 20%, while a marketing optimization platform built on the Databricks Data + AI Platform tracks and scales campaign performance.

GAGames24x7· IndiaDatabricks Data + AI Platform · Unity Catalog

Financial ServicesPredictive AnalyticsRecommendation & PersonalizationMachine Learning

Personalizing the consumer lending experience

Oakbrook Finance, a UK consumer lending fintech, moved to the Databricks Data + AI Platform on Google Cloud to unify data science and analytics for its loan decisioning platform, O6K, replacing a legacy SQL Server Integration Services environment that could not support advanced risk-prediction analytics. The new platform enabled faster development of data science models for personalized lending decisions, projected 14% cost savings over three years, supported two new financial products launched in 12 months, and is forecast to drive a 5% revenue increase from new top-up loans.

OFOakbrook Finance· United KingdomDatabricks Data + AI Platform · Delta Lake · Unity Catalog +1

ManufacturingDigital Twins & SimulationPredictive AnalyticsComputer VisionLarge Language Models

Shaping global infrastructure with ironclad manufacturing

Gerdau, Brazil's largest steel producer, consolidated a complex homegrown open-source data ecosystem onto the Databricks Data + AI Platform, using Delta Lake, Delta Sharing and Unity Catalog to enable real-time processing for digital twin simulations of production lines. The move cut data processing time from 1.5 hours to 12 minutes, delivered a 40% cost reduction for data processing and 80% faster development of streaming solutions, and enabled new AI applications including predictive maintenance, image and text classification, and an LLM-based upskilling assistant for employees.

GEGerdau· BrazilDatabricks Data + AI Platform · Delta Lake · Delta Sharing +4

Financial ServicesMachine LearningRecommendation & PersonalizationIntelligent Automation

Transforming the way people manage their taxes

Jobis & Villains, which runs the SamjumSam AI accounting and tax-filing platform used by over 19 million registered users in Korea, unified previously siloed data pipelines on the Databricks Data + AI Platform with Unity Catalog and Databricks SQL. The company built a real-time streaming pipeline that triggers personalized prompts based on customer behavior, generating 2 billion KRW in additional sales, while cutting data engineering resource utilization by 20%.

J&Jobis & VillainsDatabricks Data + AI Platform · Databricks SQL · Lakeflow Jobs +1

ManufacturingPredictive AnalyticsLarge Language ModelsMachine Learning

Smarter product development powered by real-time insights

Anker Innovations unified over 200 terabytes of business, product, marketing and sales data on the Databricks Data + AI Platform, replacing a fragmented AWS microservices setup. Using Delta Lake, Delta Sharing and Unity Catalog, the company enabled 500+ employees to collaborate and produce 1,000+ BI reports and dashboards, and has begun integrating large language models for use cases such as auto-generated SQL commands and code review, with plans to build a generative AI knowledge repository.

AIAnker Innovations TechnologyDatabricks Data + AI Platform · Delta Lake · OpenSharing +4

EnergyPredictive AnalyticsDigital Twins & SimulationMachine Learning

Digitally optimizing energy assets for decarbonization and cost savings

SSE Energy Solutions, a UK/Ireland renewable-focused energy company, replaced a manual virtual-machine-based ML workflow with the Databricks Data + AI Platform on Azure to run machine learning optimization models for its combined heat and power (CHP) networks, including digital twins and demand forecasting. The move cut time spent on manual forecasting by 12x and is predicted to save £350K per year through energy optimization.

SESSE Energy SolutionsDatabricks Data + AI Platform · Azure Databricks · Power BI +1

Technology & SoftwarePredictive AnalyticsMachine Learning

Building a safer and more sustainable world

Novade, a construction management software company, partnered with Databricks to modernize its analytics and ML infrastructure, moving from a homegrown Apache Airflow stack to the Databricks Data + AI Platform with Delta Lake, Unity Catalog and MLflow. The move reduced total cost of ownership by 60% and supported a 100% increase in new clients, while enabling ML models for predicting incident risk affecting worker safety and project delivery schedules.

NONovadeDatabricks Data + AI Platform · Delta Lake · Databricks SQL +6

ManufacturingPredictive Analytics

Michelin uses machine learning to predict stock outages 15 days ahead in its supply chain

Michelin used the Databricks Data + AI Platform to democratize data access across the organization and build machine learning models trained on past supply chain data to predict stock levels 15 days ahead and recommend actions to prevent outages. Michelin used Databricks for unifying input data, collaborating on model training, and deploying and orchestrating models into production, with data continuously streamed and kept up to date in Delta Lake. The stock-outage prediction use case was an early success that helped Michelin scale to hundreds of AI and data use cases across the company.

MIMichelinDatabricks Data + AI Platform · Delta Lake · Databricks SQL

RetailRecommendation & PersonalizationPredictive Analytics

Prada Group tailors their AI strategy with data intelligence on Databricks

Prada Group built a single source of truth across 600+ stores in 70 countries using Databricks Unity Catalog to feed machine learning and generative AI models for forecasting, personalization and marketing optimization.

Prada GroupDatabricks Data + AI Platform · Unity Catalog · Agent Bricks

EnergyPredictive Analytics

Sympower accelerates Europe's energy transition with forecasting on Databricks

Energy flexibility company Sympower built electricity demand forecasting models on a Databricks medallion architecture with Delta tables, Lakeflow Jobs and Unity Catalog to manage about 2 gigawatts of flexible capacity for European grid balancing, enabling rapid collaborative prototyping of new forecasting models.

SYSympowerDatabricks Data + AI Platform · Delta Lake · Unity Catalog +3

RetailPredictive Analytics

Jeongyookgak's Chorocmaeul builds a customer churn prediction model on Databricks to drive CRM campaigns

Chorocmaeul, a Korean D2C eco-friendly food franchise acquired by Jeongyookgak, built a customer churn prediction model on the Databricks Data + AI Platform that analyzes customer purchase cycles to trigger automated CRM messaging during periods of churn risk. The Databricks-powered CRM campaigns increased active customers by at least 30%, improved retention by 10%, tripled customer conversion on coupon reminders and more than doubled marketing ROI.

JEJeongyookgak· KoreaDatabricks Data + AI Platform · Databricks SQL · Delta Lake +1

Media & EntertainmentRecommendation & PersonalizationMachine Learning

Second Dinner optimizes in-game experiences with personalization on Databricks

Marvel Snap developer Second Dinner built real-time, one-to-one shop personalization models using Databricks MLflow and Delta Lake, cutting feature launches from 10 per year to more than 50 (a 400% increase) and reducing model development and training time from months to weeks.

SDSecond DinnerDatabricks Data + AI Platform · MLflow · Delta Lake

CybersecurityAgentic AIConversational AINatural Language ProcessingRetrieval-Augmented Generation

Logically forecasts narrative risk for government and enterprise with a conversational AI agent on Databricks

Threat intelligence company Logically built a conversational AI agent using Databricks Agent Bricks Custom Agents, AI Search, Delta Lake and LangGraph to make narrative-risk intelligence accessible to non-technical users, processing over 10 million social media messages daily and going from concept to production-ready agent in under two weeks.

LOLogicallyDatabricks Data + AI Platform · Lakeflow Jobs · Delta Lake +7

HealthcareGenerative AIRetrieval-Augmented GenerationLarge Language Models

Abacus Insights empowers smarter decisions to transform healthcare outcomes with Databricks

Healthcare data company Abacus Insights, managing data for 23 million health insurance members, built a secure RAG-based chatbot using Databricks Delta Lake, Unity Catalog and Llama 3.1 model deployment, launching a beta AI-enabled data management platform in just four months while maintaining HIPAA and HITRUST compliance.

AIAbacus InsightsDatabricks Data + AI Platform · Delta Lake · Databricks SQL +4

Media & EntertainmentPredictive AnalyticsConversational AIGenerative AIAgentic AI

Seven West Media fuels audience growth and ad revenue with an AI Factory built on Databricks

Australian media company Seven West Media built an enterprise-wide 'AI Factory' on Databricks with AI/BI Genie, MLflow and Unity Catalog for predictive audience analytics and re-engagement campaigns, growing daily active users on 7plus by 40%, generating $16 million in incremental ad revenue from lapsed-user re-engagement, and cutting cost per click by 50%.

SWSeven West Media· AustraliaDatabricks Data + AI Platform · Unity Catalog · AI/BI Genie +6

RetailRecommendation & PersonalizationMachine Learning

Myntra provides hassle-free, personalized shopping experiences with Databricks

Indian fashion e-commerce platform Myntra rebuilt its data architecture on Databricks Delta Lake with a medallion architecture to unify batch and streaming processing for real-time ML-driven recommendations, cutting infrastructure costs by 35% and improving real-time pipeline performance by 25%.

MYMyntra· IndiaDatabricks Data + AI Platform · Delta Lake

HealthcareMachine LearningPredictive Analytics

Ensemble Health Partners modernizes the healthcare revenue cycle with Databricks

Healthcare revenue cycle company Ensemble Health Partners migrated its EIQ intelligence engine to a Databricks lakehouse with Delta Lake and Unity Catalog, tuning over 5,500 ML models on 25,000+ variables to prevent claim denials and improve revenue yield, achieving a 2x performance improvement and 10x reduction in failure rates.

EHEnsemble Health PartnersDatabricks Data + AI Platform · Delta Lake · Unity Catalog +1

HealthcareGenerative AIRetrieval-Augmented Generation

Accolade creates seamless healthcare experiences with a RAG solution on Databricks

Healthcare technology company Accolade consolidated fragmented data from AWS Redshift and Snowflake into a Databricks lakehouse with Unity Catalog and built a RAG solution using the open-source DBRX model via Agent Bricks Custom Agents to help internal teams quickly and accurately answer complex member inquiries.

AccoladeDatabricks Data + AI Platform · Unity Catalog · Agent Bricks +3

ManufacturingGenerative AIAI Model Development & MLOps

Joby sees faster insights and democratizes data with Databricks

Joby Aviation uses the Databricks Data + AI Platform to push data to developers and engineers for faster insights, developing an AI sandbox and leveraging model serving and foundation models for data insight extraction across the company.

JobyAgent Bricks · Databricks Data + AI Platform

TelecommunicationsMachine LearningPredictive Analytics

Powering EV mobility with optimized charging stations

CKDelta processes over 12 billion daily telco mobility signals across seven countries on the Databricks Data + AI Platform to power its ∆Power product, which helps utility companies identify optimal EV charging station locations, boosting revenue potential up to 20x and cutting data processing time from 4-5 hours to 20 minutes.

CKDeltaDatabricks Data + AI Platform · Unity Catalog · MLflow +1

Technology & SoftwareMachine LearningPredictive AnalyticsGenerative AI

Launching end-to-end security in 6 months to cut client churn

SK Shieldus built an integrated data analytics platform on Databricks in six months, deploying a cancellation-prevention scoring model and a predictive control model for security dispatch using Delta Lake, Lakeflow Jobs and Unity Catalog, improving machine learning model accuracy from under 70% to over 90% and reducing unnecessary dispatches by 2%.

SK Shieldus· South KoreaDatabricks Data + AI Platform · Delta Lake · Lakeflow Jobs +2

EnergyPredictive AnalyticsMachine Learning

Using data to power-fuel the transition to a carbon-neutral world

Helen, Helsinki's energy utility, built a centralized data and AI platform on Databricks to power forecasting and optimization models for its district heating system serving about 90% of Helsinki's population, processing real-time streaming sensor and IoT data to optimize distributed energy resources and EV charging placement as part of a plan to cut carbon emissions over 80% by decommissioning coal plants.

Helen· FinlandDatabricks Data + AI Platform · Delta Lake · Spark Declarative Pipelines +3

Financial ServicesLarge Language ModelsRetrieval-Augmented GenerationAgentic AIDocument Intelligence

Accelerating client strategy success with AI-powered insights

EY-Parthenon built an AI-powered platform on Databricks using fine-tuned models, AI Search/RAG and an agent framework to automate KPI extraction from hundreds of thousands of unstructured M&A documents, cutting insight-extraction time from weeks to hours and delivering 30-50% efficiency gains.

EYEY-ParthenonDatabricks Data + AI Platform · Unity Catalog · Delta Lake +6

Technology & SoftwarePredictive AnalyticsRecommendation & Personalization

Turning audience insights into revenue gains

Sovrn unified Commerce and Ad Exchange data on the Databricks Data + AI Platform with Unity Catalog governance across 30+ AWS accounts, powering AI-driven audience targeting and traffic shaping that increased publisher yield by 30%, cut infrastructure costs 70% and made data pipelines 5x faster.

SovrnDatabricks Data + AI Platform · Unity Catalog · Delta Lake +2

RetailNatural Language ProcessingLarge Language Models

Aligning workwear innovation with customer-focused insights

Carhartt used the Databricks Data + AI Platform with Delta Lake and Lakeflow Jobs to analyze over 180,000 customer reviews with a Llama-3.1-70B model for sentiment analysis and emotion detection, achieving a 100% reduction in pipeline failures, 50% less code review time and 6x faster delivery of new customer features.

CarharttDatabricks Data + AI Platform · Delta Lake · Lakeflow Jobs +3

Financial ServicesPredictive Analytics

ABN AMRO's financial services digital transformation at a global scale with Databricks

ABN AMRO, the third-largest bank in the Netherlands, moved from a centralized on-premises data warehouse and siloed teams to the Azure Databricks Data + AI Platform, operationalizing it within a couple of months. The platform, using Delta Lake for reliable data pipelines and MLflow for deploying machine learning models, gave over 500 engineers, scientists and analysts shared access to data. ABN AMRO uses the platform for machine learning-based fraud detection to identify anomalous behavior such as money laundering, a marketing automation stack for faster, more relevant customer product recommendations, and a client dashboard giving support teams a near real-time view of customer assets and transactions. The bank delivered its use cases 10 times faster than with its previous infrastructure, with over 100 additional use cases planned.

ABN AMRO· NetherlandsDatabricks Data + AI Platform · Delta Lake · MLflow +2

Financial ServicesGenerative AI

Independer cuts feature delivery 50% with Lakebase

Independer, the largest independent comparison platform in the Netherlands, used Databricks Lakebase to eliminate the export bottleneck between its Customer 360 data platform (built on Databricks and Unity Catalog) and the production APIs serving its website, customer service tools, and internal analytics. Because customer data had been fragmented across legacy on-premises systems, engineers previously had to write export scripts and load a separate SQL Server instance before building new features. By synchronizing gold tables directly with consuming services via Lakebase (built on PostgreSQL), Independer cut development work for new Customer 360 features by 50% and is now building GenAI agent proof-of-concepts that store state in Lakebase.

Independer· NetherlandsLakebase · Unity Catalog · Databricks Data + AI Platform +1

ManufacturingPredictive Analytics

Trackunit Builds IrisX on Databricks, Giving Construction Customers 5x Faster Time-to-Market

Construction telematics company Trackunit unified previously siloed Finance, Engineering and RevOps data (6 million connected machines, 3 billion data points processed daily) onto the Databricks Data + AI Platform, then exposed that capability to customers through its IrisX platform. OEMs, rental and construction companies building on IrisX see 5x faster time-to-market than building their own data architecture, and Trackunit is extending the platform toward predictive maintenance using Databricks Genie and Agent Bricks.

TrackunitDatabricks Data + AI Platform · Unity Catalog · AI/BI +3

EnergyPredictive AnalyticsMachine Learning

Plenitude builds machine learning models on Databricks to forecast energy demand and renewable production

Eni-owned energy company Plenitude, which serves 10 million households and businesses across Europe, uses statistical models and machine learning on the Databricks Data + AI Platform to forecast customer energy consumption at hourly and daily granularity, forecast wind and solar generation from its renewable asset portfolio, and run customer segmentation and propensity models across 60 implemented use cases.

PlenitudeDatabricks Data + AI Platform · Delta Lake · Unity Catalog +2

EnergyGenerative AIRetrieval-Augmented GenerationConversational AIDocument Intelligence

Axpo boosts operational efficiency across the energy value chain

Axpo Group, a major player in the Swiss energy sector, built a GenAI knowledge platform on the Databricks Data + AI Platform to give employees secure, permission-aware search across internal data sources including technical standards, specifications and best practices. The architecture uses a medallion pattern (Bronze/Silver/Gold layers), Lakeflow Jobs for orchestration, RAG-based AI Search, GPT-4o for conversational responses, and Mistral OCR for scanned documents. The tool achieved a 90% approval rating and delivered 30% time savings for power users, with a 3x increase in user adoption as it expanded beyond engineering.

Axpo Group· SwitzerlandDatabricks Data + AI Platform · Databricks Lakeflow Jobs · GPT-4o +2

TelecommunicationsPredictive AnalyticsGenerative AI

Frontier Communications increases new logo sales 20% and cuts fiber pricing calculations from weeks to seconds with Databricks

Frontier Communications modernized its data foundation on the Databricks Data + AI Platform, unifying data in a secure lakehouse. Frontier's B2B sales team now uses AI-powered lead prioritization, driving a 20% increase in new logo sales; the wholesale business uses GenAI to analyze over 40,000 contracts for revenue opportunities; and fiber installation pricing calculations were reduced from weeks to seconds.

FCFrontier CommunicationsDatabricks Data + AI Platform · Amazon Web Services (AWS)

RetailNatural Language Processing

Natura unifies data governance across 200+ AI initiatives with Databricks Unity Catalog

Brazilian beauty company Natura standardized on Databricks and Unity Catalog after previously running siloed data warehouses (Redshift, SAS, BigQuery) across countries and departments. Natura now supports more than 200 initiatives on Databricks, governs 178 data products across 19 onboarded domains, and uses AI/BI Genie for natural-language data queries. CRM initiatives built on the governed data now generate 8% of Natura's revenue.

Natura· BrazilDatabricks Data + AI Platform · Unity Catalog · AI/BI Genie

RetailComputer VisionGenerative AILarge Language Models

Furniture.com Transforms Online Search with Databricks

Furniture.com unifies over 60 retail partners and 1.5 million SKUs on the Databricks Data + AI Platform, using Delta Lake, MLflow and Unity Catalog to run its ML lifecycle. Its Find It AI product-discovery tool uses generative AI to create a synthetic image representing shopper intent, then matches it against the product catalog for image-based search. A Collections model uses LLMs to automatically group related products, finding more than 16,000 collections across 50+ partners with no human intervention. Users who interact with Find It AI show a click-through rate 8x higher than baseline and a return rate 3.2x higher than baseline.

Furniture.comDatabricks Data + AI Platform · Delta Lake · MLflow +3

Consumer GoodsRetrieval-Augmented GenerationGenerative AIRecommendation & PersonalizationAgentic AI

Empowering Marketing Teams to Drive Greater Impact at Reckitt

Reckitt built an AI system called the Insight Engine on the Databricks Data + AI Platform, unifying consumer research, product reviews and social listening signals to give marketing teams faster, actionable insights. The system uses Databricks Model Serving to deploy multiple LLMs including OpenAI's ChatGPT-4 and Google's Gemini, AI Search for retrieval-augmented generation, and Agent Bricks AI Gateway for governance. Reckitt's marketing teams achieved a 40% improvement in task execution, a 40-60% reduction in time to develop campaign concepts, 60% faster concept development, and 30% faster ad adaptation and localization, with hundreds of marketers using the AI tools across the organization by the end of 2025.

ReckittDatabricks Data + AI Platform · Databricks Model Serving · OpenAI ChatGPT-4 +3

TelecommunicationsFraud & Anomaly DetectionMachine Learning

AT&T reduces fraud by up to 80% with the Databricks Data + AI Platform

AT&T migrated from a legacy on-premises, rules-based fraud detection system to the Databricks Data + AI Platform, moving to a unified lakehouse architecture. AT&T now runs over 100 ML models in production that use real-time data, automatic alerts and recommendations to protect its 182 million wireless customers from fraud including robocalls, robotexts, illegal unlocks and identity theft, reducing fraud by up to 80%.

ATAT&TDatabricks Data + AI Platform · Delta Lake · Microsoft Azure

TransportationNatural Language Processing

Hafnia modernizes maritime operations with Databricks Lakebase

Maritime tanker operator Hafnia built a 'data supermarket' on the Databricks Data + AI Platform and adopted Lakebase, a managed Postgres database natively integrated into Databricks, to run operational applications alongside analytics. This powers Hafnia's internal DNA Port operating portal and the Marvis AI copilot. Time to deliver production apps dropped from about two months to four or five days (90%+ reduction), and a 10-person data team now supports 10 departments, 200+ vessels and 4,500+ crew.

HAHafniaDatabricks Data + AI Platform · Lakebase · Delta Lake +4

TelecommunicationsGenerative AILarge Language ModelsConversational AI

NTT DOCOMO improves LLM usage analysis efficiency by 90% with Databricks

NTT DOCOMO built an internal 'LLM value-added platform' (approximately 10,000 monthly active users, 3 million monthly calls) and used the Databricks Data + AI Platform, including Model Serving for Azure OpenAI's GPT-4o and AI/BI Genie, to automate analysis of usage logs. This replaced manual Excel/Jupyter workflows, cutting monthly analysis work from 66 hours to 6 hours, a 90% reduction, while improving data governance via Unity Catalog.

NDNTT DOCOMO· JapanDatabricks Data + AI Platform · Azure OpenAI GPT-4o · Databricks Unity Catalog +2

TelecommunicationsMachine LearningConversational AI

Building the foundation for the 5G revolution: Digital Nasional Berhad

Digital Nasional Berhad (DNB), Malaysia's government-established 5G network operator, used the Databricks Data + AI Platform to build a cost-effective, high-performance data platform to process 5G network data at scale, achieving 82%+ populated-area coverage in two years. Using Delta Lake with a medallion (Bronze/Silver/Gold) architecture, Databricks Workflows for pipeline orchestration, serverless compute, Notebooks for team collaboration, Unity Catalog for governance, and MLflow for ML lifecycle management, DNB achieved 70% cost optimization and a 60-70% increase in data pipeline performance, and has begun building AI-powered chatbots giving network engineers real-time access to performance insights with geospatial visualizations.

DNDigital Nasional BerhadDatabricks Data + AI Platform · Delta Lake · Databricks Workflows +3

Technology & SoftwareConversational AIAgentic AIAI Model Development & MLOps

DXC Technology cuts platform TCO 30% and builds 11 AI agents using Databricks Data + AI Platform

DXC Technology, a global IT services company with fragmented systems from years of mergers, used the Databricks Data + AI Platform (Delta Lake, Unity Catalog, MLflow 3.0, and the Genie conversational assistant) to unify data across sales, HR, finance and project management. DXC built 11 AI agents (3 in production, 8 in pilot or development), reduced time-to-insight from months to days, and validated a 30% reduction in platform total cost of ownership.

DXC TechnologyDatabricks Data + AI Platform · Delta Lake · Unity Catalog +3