Global Consulting · ey.com
EY
18 verified customer use cases (94% with quantified ROI · Avg Value Score 85.8 · 100% with mapped architecture components).
- Verified stories
- 18
- Quantified ROI
- 94%
- Avg value score
- 85.8
- Industries served
- 9
- Distinct products
- 84
Architecture Stack Signature
6-Layer Production Component Breakdown
Power BI 2 AI-enabled TPO tool 1 CFOInUrpocket 1
Microsoft Azure 3 machine learning 2 AI capabilities 1
AI infrastructure 1 EY Controls 1 EY Fabric 1
AI governance framework 1 EY responsible AI framework 1 automated validation process 1
Azure 1 EY Global Tax Platform 1 cloud and consolidated data systems 1
EY Data Fabric 1 Microsoft Azure Data Factory 1 Mojo Home Kit 1
Product & Model Ecosystem
Most Deployed Products & Co-occurring Pairs
Top named products & AI models
Microsoft Azure 3 Power BI 2 machine learning 2 AI capabilities 1 AI governance framework 1 AI infrastructure 1 AI-assisted implementation 1 AI-based technology 1
Adoption Footprint
Sector, Region & Organization Scale
Top adopting industries
Geographic footprint
- Global / Multi-region 14 (78%)
- Europe 2 (11%)
- North America 2 (11%)
Organization scale
- Enterprise 15 (83%)
- Public sector 1 (6%)
- SMB 1 (6%)
Verified Business Impact
Outcome Categories & Customer ROI Proof
Primary outcome drivers
Sample verified customer metrics
EY Sample Archived · Oct 1, 2026 Xylem Xylem saw significant enterprise AI potential, but disconnected experiments, unclear ownership and a lack of shared governance made it hard to move from isolated initiatives to trusted, repeatable AI deployment across… secure internal AI environment built in under 10 weeks AI capabilities · enterprise data · governance controls EY Sample Archived · May 19, 2026 Xoople Xoople needed to turn massive volumes of satellite and geospatial data into enterprise-ready AI assets that customers in industries such as agriculture, logistics and insurance could actually consume inside their… prototypes are fueled by petabytes of data (soon to be exabytes) Earth data intelligence · Generative AI · multimodal AI EY Sample Archived · May 11, 2026 Daikin Daikin's acquisition-driven growth left it with diverse workflows, customized systems and fragmented data across order management, supply chain, fulfillment and finance, making it hard to deliver a consistent dealer… 10% improved counter efficiency AI-assisted implementation · SAP Business Technology Platform (BTP) · SAP S/4HANA EY Sample Archived · Apr 10, 2026 Asahi Europe & International Asahi's acquisitions left it with different processes, customized SAP systems and data silos across markets, while revenue growth teams were still working in spreadsheets and could not analyze promotions fast enough to… 19 breweries across nine markets in eight European countries and the US AI-enabled TPO tool · EY consumer commercial analytics platform · Microsoft Azure EY Sample Archived · Nov 14, 2025 Microsoft Microsoft's finance organization wanted to improve data literacy and speed product-launch work, but critical knowledge was spread across tens of thousands of historical financial documents and disparate databases,… 50% reduction in the time required to gather finance requirements for new product introductions Finance Launch AI · Natural Language Processing (NLP) · Replay AI EY Sample Archived · Jun 13, 2025 St James's Hospital St James's Hospital needed to modernize aging laboratory infrastructure because legacy on-premises systems slowed genomic diagnostics, limited storage for sequencing data, complicated ISO 15189 compliance and reduced… 24/7, 365-day access to the cloud-based genome sequencing tools Azure · Microsoft Fabric · cloud-based genome sequencing tools EY Sample Archived · Apr 24, 2025 EY EY wanted enterprise-scale generative AI that employees could use in a private, secure environment, but off-the-shelf tools lacked EY-specific context and raised data privacy, information security, governance and… 81% adoption rate Azure OpenAI service · EY Fabric · EY.ai EYQ EY Sample Archived · Jan 15, 2025 EY EY needed to respond to rapid generative AI disruption across its own business, but scattered proofs of concept, skill gaps, decentralized operations and fast-changing regulatory expectations made it difficult to turn… US$1.4 billion investment in an extensive transformation program AI infrastructure · EY responsible AI framework · advanced tools and platforms EY Sample Archived · Nov 4, 2024 Microsoft Microsoft's Corporate, External, and Legal Affairs organization needed to monitor and interpret fast-changing regulations at high quality and speed, but manual legal review took hours per regulation and made it… over 250 potential use cases gathered from CELA EY Global Tax Platform · Microsoft Azure Open AI · Microsoft Semantic Kernel EY Sample Archived · Oct 16, 2024 Bayer Crop Science Bayer Crop Science needed agronomic advisors to answer highly technical crop and product questions faster, but the expertise was spread across decades of agronomy content, product research, proprietary insights,… in most cases, the answers have been 100% correct GenAI system · Microsoft Azure · Retrieval Augmented Generation (RAG) EY Sample Archived · Jul 20, 2024 Caterpillar Caterpillar's finance organization relied on decades-old forecasting processes, hundreds of data sources and countless spreadsheets, leaving teams with limited time for strategic insight and making it difficult to… data from hundreds of sources EY Data Fabric · EY Intelligent Forecasting and Scenario Modeling · custom user interface EY Sample Archived · May 7, 2024 Daimler AG Daimler AG needed to reorganize hundreds of legal structures across 65 countries, split a fully integrated IT environment into entity-specific systems, and manage tax, legal, accounting and employee reallocation risks… hundreds of legal structures across 65 countries analytics technology · artificial intelligence (AI)-based software applications · dedicated digital platforms EY Sample Archived · Apr 22, 2024 Microsoft Microsoft wanted to modernize corporate spend-risk monitoring because existing compliance testing was siloed across organizations, relied on random sampling and periodic reviews, and made it hard to spot anomalies… data selection population of 600 anomalous transactions EY Controls · EY Virtual · Microsoft Azure Data Factory EY Sample Archived · Apr 22, 2024 Royal Caribbean Royal Caribbean's guest journey was still largely analog - limited web visibility, a minimal app, printed daily newsletters and manual event signups - even as customers expected seamless digital experiences across a… across a fleet of 40 ships beacon technology · facial recognition · machine learning EY Sample Archived · Apr 15, 2024 Takeda After Takeda's integration with Shire, finance processes and data structures were heterogeneous, invoice handling was vulnerable to disruption, and the organization needed a way to democratize automation and AI skills… 190 ideas CFOInUrpocket · Power BI · UiPath EY Sample Archived · Apr 12, 2024 Mojo Fertility Mojo Fertility had built AI-based sperm-testing technology, but traditional lab testing was still slow, inaccessible and inaccurate for many consumers, and the company needed a way to make testing easier to adopt and… 180 million aspiring parents experience fertility issues every year AI-based technology · Mojo Home Kit · collection flask EY Sample Apr 3, 2024 Canadian Tire Canadian Tire had abundant customer data across many banners and business units, but over-centralized processes, duplicated data paths, uneven governance and limited advanced analytics access kept leaders from using… 165 data processes Microsoft Azure stack · Microsoft Power BI · Triangle Rewards Program EY Sample Feb 1, 2023 unknown A global biopharmaceutical company had already begun using AI but lacked a mature governance model, creating gaps in how projects were reviewed for bias, privacy, third-party risk and regulatory readiness at a time when… AI governance framework · central AI inventory · global Responsible AI framework