All countries

AI use cases in United States

50 documented implementations

MarketingMachine LearningPredictive Analytics

MissionWired drives donor campaigns through predictive data on Databricks

MissionWired used Databricks (Spark Declarative Pipelines, Unity Catalog, Databricks SQL) to process 275 billion donor data points across its Cooperative Email Database aggregating 150+ nonprofit organizations, helping raise $350 million for clients since 2020 with member organizations achieving full ROI within 12 months.

MissionWired· United StatesDatabricks SQL · Delta Lake · Spark Declarative Pipelines +2
EducationIntelligent Automation

Baylor University uses embedded AI to raise payroll data validation efficiency 65%

Baylor University combined Oracle Fusion HCM Analytics with Oracle Payroll Activity Center, using new AI-enabled capabilities as part of its payroll automation transformation. The change delivered a 65% increase in payroll data validation efficiency and a 49% reduction in payroll processing time.

Baylor University· United StatesOracle Fusion HCM Analytics · Oracle Payroll Activity Center · Oracle Fusion Cloud Human Resources +1
ManufacturingMachine LearningConversational AIPredictive Analytics

Johnson Controls uses embedded AI and machine learning to shift field service from reactive to proactive

Johnson Controls connected service agents, field technicians, and building assets on Oracle Fusion Cloud Service and Field Service with embedded AI and machine learning, automating scheduling, optimizing technician routes, and monitoring equipment health in real time. Technicians receive IoT-driven alerts and asset context via mobile tools, and Oracle digital assistants handle routine inquiries. The system is used by more than 3,000 field personnel with 99% adoption, improving first-time fix rates and customer satisfaction.

Johnson Controls· United StatesOracle Fusion Cloud Service · Oracle Fusion Cloud Field Service
Financial ServicesAgentic AIGenerative AI

Navy Federal Credit Union uses embedded AI to accelerate goal-setting, lifting goals per employee 58%

Navy Federal Credit Union adopted Oracle Fusion Cloud Talent Management, including an AI-powered talent advisor agent that gives managers insights for promotions and career development. Embedded AI automatically generates detailed goals and success criteria from simple input, increasing the average number of performance goals per employee by 58% and growing employees with development goals by 125%.

Navy Federal Credit Union· United StatesOracle Fusion Cloud Talent Management · Oracle Fusion Cloud Human Resources
Media & EntertainmentDocument IntelligenceIntelligent AutomationPredictive Analytics

Hearst uses embedded AI for invoice recognition, cash management, and supplier-payment decisions

Hearst launched Project UniFi to standardize finance, HR, and procurement on Oracle Fusion Cloud Applications, consolidating 19 general ledgers into one chart of accounts and accelerating financial close by 66%. Hearst uses automation and embedded AI to support invoice recognition, cash management, and supplier-payment decisions; intelligent payments help identify suppliers eligible for early-payment discounts across 40,000 vendor relationships.

Hearst· United StatesOracle Fusion Cloud Applications Suite · Oracle Fusion Cloud Enterprise Resource Planning · Oracle Fusion Cloud Enterprise Performance Management +3
Technology & SoftwareFraud & Anomaly DetectionIntelligent Automation

Cohu uses embedded AI to flag supply chain exceptions across a unified cloud platform

Cohu, a global semiconductor equipment company, unified finance, HR, and supply chain on Oracle Fusion Cloud Applications after multiple acquisitions left it with fragmented systems. Embedded AI supports real-time reporting across work orders and procurement and flags supply chain exceptions, while Oracle Fusion Cloud Product Lifecycle Management reviews product data for completeness and identifies process bottlenecks affecting launches.

Cohu· United StatesOracle Fusion Cloud Applications · Oracle Fusion Cloud Supply Chain and Manufacturing · Oracle Fusion Cloud Product Lifecycle Management +4
ManufacturingPredictive AnalyticsIntelligent Automation

Milwaukee Tool uses predictive maintenance to flag failure risks and cut unplanned downtime

Milwaukee Tool connected manufacturing and maintenance on Oracle Fusion Cloud with IoT-driven condition monitoring. Predictive maintenance capabilities flag failure risks and generate recommended work orders aligned to changeovers and micro-stops, letting teams schedule maintenance proactively rather than reactively, improving asset reliability and first-pass yield.

Milwaukee Tool· United StatesOracle Fusion Cloud Supply Chain Execution · Oracle Fusion Cloud Supply Chain and Manufacturing · Oracle Fusion Cloud Manufacturing +2
Technology & SoftwareFraud & Anomaly DetectionGenerative AI

Meta uses built-in AI to translate security information into business terms for access governance

Meta centralized access governance and controls across 200 applications using Oracle Fusion Cloud Risk Management and Compliance, using built-in AI to translate security information into business terms for process owners, alongside more than 145 security algorithms that analyze access and simulate segregation-of-duties risk.

Meta· United StatesOracle Fusion Cloud Risk Management and Compliance · Oracle Fusion Cloud Finance and Accounting · Oracle Fusion Cloud Applications
Travel & HospitalityGenerative AIFraud & Anomaly Detection

Caesars Entertainment applies embedded AI to finance and HR workflows

Caesars Entertainment consolidated 650 applications onto Oracle Fusion Cloud Applications and applies embedded AI across finance and HR. In HCM, AI features support performance reviews, development plans, and goal setting. In finance, AI assistants explain performance variances, compare narratives over time, and identify anomalies or biases so teams spend less time on transactions and more time on insight.

Caesars Entertainment· United StatesOracle Fusion Cloud Applications · Oracle Fusion Cloud Enterprise Resource Planning · Oracle Fusion Cloud Enterprise Performance Management +2
EducationGenerative AI

Boise State University Champions Continuous Innovation with Oracle Fusion Cloud ERP

Boise State University migrated its ERP and HCM systems to Oracle Fusion Cloud Applications, eliminating disruptive upgrades through a continuous, quarterly-release model. The university is now exploring embedded AI capabilities within Oracle Cloud Applications to strengthen decision-making, including generating real-time performance insights and reports and summarizing employee check-ins into annual performance reviews.

Boise State University· United StatesOracle Fusion Cloud Enterprise Resource Planning (ERP) · Oracle Fusion Cloud Human Capital Management (HCM) · Oracle Student Cloud
Technology & SoftwareAgentic AIPredictive Analytics

Tractian builds hundreds of AI models faster, at lower cost using OCI

Tractian, which builds Physical AI solutions for industrial asset monitoring, uses Oracle Cloud Infrastructure bare metal with NVIDIA H100 and GB300 GPUs to train and deploy custom AI models that turn sensor data into real-time maintenance decisions across more than 2,000 plants and 200,000 monitored assets. Tractian cut AI training costs by 20%, reduced training times by 35%, cut inference costs by 15%, reduced inference latency by 50%, and estimates it prevents a customer machine failure roughly every 15 minutes across its installed base.

Tractian· United StatesOracle Cloud Infrastructure · Oracle AI Infrastructure · Oracle Kubernetes Engine
RetailFraud & Anomaly DetectionGenerative AI

Fanatics scales risk and security assurance for AI readiness

Fanatics, a global digital sports platform, consolidated 15 ERP systems onto Oracle Fusion Cloud Applications and activated 60 Oracle Fusion Cloud Risk Management algorithms to automate monitoring of access, configurations, and transactions. The company uses AI-generated security briefings to give reviewers business context and recommendations, and integrated Oracle Access Governance with Fusion Risk Management to build a scalable governance foundation ahead of introducing Fusion Agentic Applications and other AI-enabled processes.

Fanatics· United StatesOracle Fusion Cloud ERP · Oracle Fusion Cloud HCM · Oracle Fusion Cloud SCM +2
TelecommunicationsConversational AIAgentic AIGenerative AI

Spectrum boosts HR productivity with AI in Oracle Fusion Cloud HCM

Spectrum (Charter Communications), serving a 92,000-person workforce, built an AI-native HR experience called AskHR on top of Oracle Fusion Cloud HCM, using Oracle AI for HCM and Oracle AI Agent Studio. The company rolled out three custom AI agents that let employees get answers to HR queries conversationally, help managers see team data without running reports, and use generative AI to draft and refine performance goals, increasing goals set per employee and improving goal quality.

Spectrum (Charter Communications)· United StatesOracle Fusion Cloud HCM · Oracle AI for HCM · Oracle AI Agent Studio
HealthcareDocument IntelligenceAgentic AI

AtlantiCare accelerates ED transformation with Oracle Health

AtlantiCare, a New Jersey healthcare system, became an early adopter of Oracle Health's AI-powered clinical documentation, implementing Oracle Health Clinical AI Agent and ED LaunchPoint in its emergency department. Following implementation, physician documentation time per patient decreased 37% (from 5:36 to 3:18), 99% of physician notes used the new AI-enabled workflows by April 2026, and nursing staff reduced active EHR time by 6% per patient.

AtlantiCare· United StatesOracle Health Foundation EHR · Oracle Health Emergency Medicine · Oracle Health Clinical AI Agent
Financial ServicesGenerative AIPredictive Analytics

Discover Financial Services Builds a Generative AI Solution on AWS for Faster Decision-Making and Time to Market

Discover Financial Services, a digital banking and payment services company, built an analytics workbench and unified data science workbench on Amazon EC2 (P3 and P4 GPU instances) so its data scientists could run machine learning and generative AI workloads, train large language models with sample sizes requiring up to 6 TB of memory, and deliver high-performance computing in the cloud. Model artifacts are stored in Amazon S3 and shared across engineering teams via Amazon EFS. Discover used the platform for use cases including sentiment analysis of customer service calls and a 'do not contact' model that classifies customers in near real time for customer care agents. Using feature embedding, the team reduced time to market from hours to minutes; parallel model training cut processing of 30 million records from days to hours, and sentiment analysis on a 57,000-record dataset dropped from hours to minutes. Discover reports 35% reduction in engineering and platform costs.

Discover Financial Services· United StatesAmazon EC2 · Amazon S3 · Amazon EFS
Financial ServicesGenerative AIAgentic AI

Gallagher: AI as a Force Multiplier for Trusted Advisors

Gallagher, one of the world's largest insurance brokers and risk management firms, built its own Gallagher AI platform on Microsoft Foundry to streamline claims summarization, policy and risk management analysis, fraud detection, document interrogation, and workflow automation across a highly regulated business. Microsoft Foundry provides secure model execution with flexible model selection and built-in compliance frameworks, Microsoft 365 Copilot is deployed enterprise-wide for daily productivity, and Copilot Studio powers specialized AI agents such as one automating the multi-line quote letter (MQL) process that extracts quotes from carrier partners and populates client letters. Data governance is enforced through a ring-fenced model using Microsoft Purview Data Loss Prevention. Gallagher reports claims summarization that used to take an hour or two now takes minutes, and more than 70,000 employees now have access to secure AI tools embedded in daily workflows.

Gallagher· United StatesMicrosoft Foundry · Microsoft 365 Copilot · Microsoft Copilot Studio +1
Financial ServicesPredictive AnalyticsConversational AIAgentic AI

Delivering One Highstreet Experience Through Connected Data and Intelligence

Highstreet Insurance Partners, an insurance brokerage that has grown through partnerships with more than 200 independent agencies, built Ora, a proprietary unified digital intelligence platform on Databricks that combines trusted data, analytics, intelligent automation and AI. Ora manages more than 49 billion data points spanning client, policy and carrier history for roughly 500,000 active client relationships. Highstreet built a knowledge graph connecting clients, policies, coverages, documents, and communications to ground AI agent recommendations, uses Unity Catalog for governance across data and ML assets, and Databricks Model Serving to run machine learning models that surface renewal-likelihood scores and cross-sell opportunities. Highstreet reduced the time to onboard a new agency partner's data into Ora from as much as six months to less than two weeks, and increased daily data refresh success from 35% to more than 95% after re-engineering Ora's data foundation with Lakeflow pipelines and Delta Lake.

Highstreet Insurance Partners· United StatesUnity Catalog · Delta Lake · Lakeflow Jobs +2
EducationPredictive Analytics

Georgia State University tracks 800+ risk factors daily to improve graduation rates with predictive analytics

Georgia State University's predictive student retention analytics implementation tracks over 800 risk factors for more than 40,000 students daily and generates 90,000 targeted interventions annually. The approach has resulted in a 7-percentage-point increase in four-year graduation rates while closing achievement gaps among different student populations.

Georgia State University· United States
EducationAgentic AIDocument Intelligence

Kellogg Community College's admissions AI achieves 94% model-to-human agreement using Element451 Bolt Agents

Kellogg Community College used Element451's Bolt Agents to perform rubric-based first reads of admissions applications with human-readable rationales, achieving 94% model-to-human agreement and flagging 186 fraudulent applications in one week. The agent reads applications, verifies documents, scores based on institutional rubrics, and routes files for human review.

Kellogg Community College· United StatesElement451 Bolt Agents
ManufacturingConversational AIGenerative AIDocument Intelligence

Jabil builds an intelligent shop floor assistant on Amazon Q Business, giving operators instant access to troubleshooting information

Jabil, a global manufacturing and supply chain company with over 100 sites and 140,000 employees, developed an intelligent shop floor assistant -- a chatbot powered by generative AI on Amazon Q Business -- with support from AWS's Generative AI Innovation Center. The assistant gives manufacturing floor operators instant access to troubleshooting and diagnostic information, drawing on relevant documents, incident tickets, and knowledge articles from multiple systems. The first iteration was built in one week, with additional data sources integrated over following weeks. Since launch, the assistant has provided employees globally with real-time access to over 1,700 policies, manufacturing specifications, and troubleshooting documents in various languages, reducing average troubleshooting time and improving diagnostic accuracy. Jabil went on to build two further Amazon Q Business-powered assistants, an Intelligent Customer Research Assistant and an Intelligent Procurement Assistant.

Jabil· United StatesAmazon Q Business
EducationMachine Learning

Penn Advanced Research Computing Center (PARCC)

Flexential and the University of Pennsylvania's Penn Advanced Research Computing Center (PARCC) launched a phased deployment of an NVIDIA DGX SuperPOD with DGX B200 systems and NVIDIA Quantum-2 InfiniBand networking, housed at Flexential's Philadelphia-Collegeville, Pennsylvania colocation data center, to support the university's next-generation research computing infrastructure. AHEAD, a longtime provider of enterprise IT services for Penn, handled off-site rack integration and on-site cabling.

University of Pennsylvania· United StatesNVIDIA DGX SuperPOD · NVIDIA DGX B200 · NVIDIA Quantum-2 InfiniBand +1
LegalPredictive AnalyticsNatural Language Processing

Darrow raises $35M for an AI that parses public documents for class action lawsuit potential

Darrow, a legal tech startup founded in 2020, built an AI-based data engine that crawls thousands of sources of publicly available information (newsfeeds, social media, consumer complaints, regulatory filings, SEC filings, environmental reports, court dockets) to identify class-action litigation potential in areas such as data privacy violations, environmental contamination, and discrimination, and to predict likely legal outcomes and case value. A team of legal data specialists, including former lawyers, reviews the AI-surfaced insights before lawyers use the platform for case review and discovery. Around 50 law firms, covering hundreds of lawyers, were using the product, and active cases stemming from Darrow's data insights totaled around $10 billion in claims at the time of the funding round.

Darrow· United Stateslarge language models
LogisticsRobotics & Physical AIDigital Twins & SimulationGenerative AI

How Serve Robotics Achieved 99.8% Success for Last-Mile Autonomous Delivery

Serve Robotics, which spun off from Uber in 2021, operates over 1,000 physical AI-powered sidewalk delivery robots serving over 2,500 restaurants across five cities. Its third-generation robots are simulated in NVIDIA Isaac Sim and powered by NVIDIA Jetson Orin edge AI platforms, achieving a 5x compute improvement over the prior Xavier generation and 12+ hours of battery life. The fleet has completed over 100,000 autonomous deliveries with a 99.8% completion rate, logging about 1 million miles of data monthly (nearly 170 billion image-LiDAR samples) to improve navigation and HD maps. The company plans to deploy 2,000 robots by the end of 2025.

Serve Robotics· United StatesNVIDIA Isaac Sim · NVIDIA Jetson (Xavier, Orin AGX) · NVIDIA Omniverse +2
HealthcareGenerative AI

Terray Therapeutics uses NVIDIA DGX Cloud to train generative AI foundation models for small-molecule drug discovery

Terray Therapeutics leverages NVIDIA DGX Cloud and NVIDIA Base Command Platform to train COATI, a multimodal encoder-decoder foundation model for chemistry, reducing model training time from a week to a day and improving infrastructure utilization by over 4x compared to alternate cloud services.

Terray Therapeutics· United StatesNVIDIA DGX Cloud · NVIDIA Base Command Platform · NVIDIA AI Enterprise +2
HealthcareGenerative AIMachine LearningFraud & Anomaly Detection

Pfizer saves 16,000 hours annually with generative AI search through the PACT initiative

Pfizer and AWS created the Pfizer-Amazon Collaboration Team (PACT) initiative in 2021, pursuing 14 rapid-prototyping projects applying AWS analytics, ML and generative AI to laboratory, clinical manufacturing and supply chain challenges. Using Amazon Kendra and, later, Anthropic's Claude 2.1 via Amazon Bedrock (accessed through an internal voice/chatbot platform called Vox), Pfizer estimates scientists save up to 16,000 hours of document search time annually and cut related infrastructure costs by 55%. A separate PACT prototype uses Amazon SageMaker, Amazon Lookout for Equipment and Amazon Lookout for Metrics to detect anomalies in Pfizer's continuous manufacturing (PCMM) process. Five of the initial 14 PACT projects have moved into production.

Pfizer· United StatesAmazon Kendra · Amazon Bedrock · Amazon SageMaker +2
Financial ServicesGenerative AIDocument Intelligence

Apollo Global Management builds AI capabilities into its private equity portfolio companies

Apollo Global Management runs a structured playbook, led by its Data, Digital and AI team, to build AI capabilities into portfolio companies before and after acquisition. Cited results include: Cengage running eight AI projects with costs down 40% in select content production and a Student Assistant tutor bot scaled to 1 million users; Yahoo seeing engineering productivity gains exceeding 20% with over 10,000 lines of AI-generated code accepted daily; Barnes Group achieving a five-times return on a generative-AI documentation tool in its first year; and Univar Solutions' AI sales agent achieving a 30% engagement rate reactivating dormant customers.

Apollo Global Management· United States
EducationMachine LearningFraud & Anomaly DetectionAI Model Development & MLOps

GoGuardian: Safer schools, empowered teachers, thriving students

GoGuardian, which powers safe, focused learning for half of U.S. K-12 students, migrated its ML infrastructure to Databricks to manage billions of daily inferences for web filtering, classroom management and harm prevention while maintaining a PII-free, COPPA/FERPA-compliant data environment. Using Delta Lake, Lakeflow, Unity Catalog, MLflow and Databricks Model Serving, GoGuardian achieved up to 50% reduction in machine learning operational costs, 90% operational cost savings with its Delphi website classification model, and a 62% reduction in inappropriate device use among students. AI-driven prioritization also cut the volume of records requiring human review for high-risk content by over 95%, from 1 million to 35,000-45,000.

GoGuardian· United StatesDelta Lake · Databricks Lakeflow · Unity Catalog +6
RetailRecommendation & Personalization

How Hibbett Eliminated Out-Of-Stock Roadblocks With Similar Recommendations

Leading athletic-inspired fashion retailer Hibbett drove conversion by 2.4x by integrating Syte's out-of-stock suggestions, using Syte's visual-AI-powered product discovery solution to recommend similar items when a product is unavailable.

Hibbett· United StatesSyte Visual Discovery · Syte Discovery Button
HealthcareNatural Language ProcessingMachine LearningDocument Intelligence

CDPHP modernizes infrastructure and improves medical data extraction with AWS AI/ML

CDPHP, a not-for-profit health plan serving 400,000 members in Upstate New York, used AWS services including Amazon Comprehend Medical, Amazon Textract, and Amazon SageMaker to automate its data processing pipeline for unstructured medical records and health data. The organization processed over seven million records during initial migration and now processes 3,000 electronic health records weekly. CDPHP achieved a 60% improvement in overall efficiency and reduced HEDIS report generation from 4-5 days (three data scientists) to two reports produced daily.

CDPHP (Capital District Physicians' Health Plan Inc.)· United StatesAmazon Comprehend Medical · Amazon Textract · Amazon SageMaker
EducationConversational AILarge Language ModelsGenerative AI

University of Florida builds NaviGator AI platform on HiPerGator supercomputer using NVIDIA NIM and Nemotron

The University of Florida uses its HiPerGator supercomputer with NVIDIA NIM microservices and Llama NIM to power NaviGator, a suite of self-service AI tools including chatbots and a toolkit giving students, faculty, and staff access to proprietary and open-source models. The platform is a hybrid service combining on-premises HiPerGator infrastructure with AWS, Google Cloud, and Azure, built for cost predictability, data privacy, and on-premises control of sensitive research and student PII data. Key takeaways include nearly 24,000 unique users for NaviGator Chat, 1,500+ unique uses of NaviGator ToolKit (52% from university staff), and 20 LLMs available in NaviGator.

University of Florida· United StatesNVIDIA NIM · NVIDIA Nemotron · Llama NIM
Consumer GoodsRecommendation & Personalization

Eggland's Best drives double-digit online unit sales growth with CommerceIQ AI-powered retail media management

Eggland's Best partnered with CommerceIQ to implement an AI-powered Retail Media Management strategy at one of its largest national retailers, refining advertising bid structures and keyword strategies guided by incremental ROAS (iROAS) metrics. The approach targeted consumers open to upgrading their egg choices and shifted retail media investment from generic keywords to detailed nutrient- and cooking-behavior terms. Results included up to a 33% increase in new customer engagement, high single-digit ROAS, and double-digit growth in online unit sales.

Eggland's Best· United StatesCommerceIQ Retail Media Management
HealthcareMachine LearningPredictive Analytics

Westat builds machine learning models to triage SAMHSA's Drug Abuse Warning Network emergency department data

For SAMHSA's Drug Abuse Warning Network (DAWN) study, which collects data from 50 hospitals across the United States, Westat developed ML models to review and route emergency department records, assigning a probability score for whether a visit is in scope for DAWN and its likely category. The models are retrained periodically, producing high-quality DAWN data without relying on human review of every case.

Substance Abuse and Mental Health Services Administration (SAMHSA) - DAWN· United States
Government & Public SectorGenerative AINatural Language Processing

Contra Costa County District Attorney's Office Makes Unbiased Charging Decisions with ScaleCapacity Generative AI Solution on AWS

The Contra Costa County District Attorney's Office worked with AWS Partner ScaleCapacity to build a Race-Blind Charging solution to comply with California's AB 2778 mandate. The solution uses Amazon Bedrock and Amazon Textract to automatically redact race, ethnicity and other identifying details from police reports and case documents before charging decisions are made, with Amazon S3, DynamoDB, Cognito and SES supporting document storage, metadata and user access. The office processes around 17,000 cases annually, achieved compliance in six months, and can test and deploy new redaction rule changes in under a week.

Contra Costa County District Attorney's Office· United StatesAmazon Bedrock · Amazon Textract · Amazon S3 +3
RetailConversational AIGenerative AI

Target rolls out GenAI-powered Store Companion chatbot to stores chainwide

Target announced plans to roll out Store Companion, a generative AI chatbot built by its in-house technology team, to team members at all of its nearly 2,000 stores by August 2024. The tool is designed to answer store team members' on-the-job process questions, coach new hires and support store operations. As of the June 2024 announcement, Target was piloting the tool at about 400 stores, using pilot-team feedback to improve the experience ahead of the planned chainwide rollout, following an initial testing phase to planned rollout in just six months.

Target Corporation· United States
TransportationRobotics & Physical AI

Volvo Autonomous Solutions and DSV launch autonomous freight operations in Texas

Volvo Autonomous Solutions (V.A.S.) and logistics provider DSV began commercial autonomous freight operations between Dallas and Houston, Texas, hauling the first commercial truckload with the Volvo VNL Autonomous truck integrated with the Aurora Driver self-driving system. The Autona/freight solution combines the purpose-built truck with self-driving technology from partners Aurora and Waabi plus fleet management and operations support; a safety driver remains onboard during this initial phase. V.A.S. has logged more than one million autonomous miles in regional and local freight since 2023.

DSV· United StatesVolvo VNL Autonomous · Aurora Driver
Government & Public SectorAI Model Development & MLOps

Argonne National Laboratory accelerates cosmic discovery with AI-powered RADAR framework

Argonne National Laboratory and university collaborators developed RADAR, a federated, privacy-enhancing framework that lets observatories coordinate gravitational-wave and radio follow-up without moving or exposing proprietary data. Running site-local AI inference on NVIDIA GPUs across the Polaris, Delta and DeltaAI supercomputers, RADAR processed over an hour (4,096 seconds) of Advanced LIGO data in under 4.5 minutes, a 5-10x speedup versus CPU workloads. The RADAR paper has been accepted for publication in The Astrophysical Journal Supplement Series.

Argonne National Laboratory· United StatesNVIDIA A100 Tensor Core GPUs · NVIDIA A40 GPUs · NVIDIA GH200 GPUs
InsuranceMachine Learning

How Mapfre Insurance modernized fraud claims with Amazon EMR Serverless

Mapfre Insurance, the number one auto and home insurer in Massachusetts, modernized fraud detection by combining graph-based features from Neo4j with machine learning models deployed on AWS, using Amazon EMR Serverless, Apache Iceberg tables on Amazon S3, AWS Glue Data Catalog, AWS Lake Formation, and Amazon MWAA for orchestration. Fraud predictions integrate directly with Guidewire Claims via AWS Lambda, automatically creating claim activities showing the top model drivers for adjusters. The initiative, covering Massachusetts Auto insurance and later expanded to Home insurance, has delivered more than $5 million in Net Present Value, with detection accuracy improved 50-135 percent compared to baseline methods.

Mapfre Insurance· United StatesAmazon EMR Serverless · Apache Iceberg · AWS Glue Data Catalog +5
HealthcarePredictive Analytics

Guthrie Clinic cuts patient falls with injuries by 70% using AI on Dell infrastructure

The Guthrie Clinic, serving rural communities across 11,000 square miles of New York and Pennsylvania, built an IT foundation on the Dell AI Factory with NVIDIA, including Dell PowerEdge servers and Dell AI PCs. Using the Artisight AI platform running on Dell PowerEdge servers with NVIDIA GPUs to monitor patient movement and deliver fall-risk assessments, Guthrie reduced patient falls with injuries by nearly 70%, cut ICU stays by half a day, shortened emergency room time by more than 80 minutes, and achieved $7 million in operational cost savings in 2023.

The Guthrie Clinic· United StatesDell AI Factory with NVIDIA · Dell PowerEdge servers · Dell AI PCs +2
HealthcareGenerative AI

Mayo Clinic deploys NVIDIA DGX SuperPOD to accelerate pathology foundation models

Mayo Clinic deployed an NVIDIA DGX SuperPOD with NVIDIA DGX B200 systems to support foundation model development for pathomics, drug discovery and precision medicine. In partnership with Aignostics, Mayo Clinic built the Atlas pathology foundation model, trained on more than 1.2 million histopathology whole-slide images. The new infrastructure is reducing four weeks of pathology slide analysis work to one week.

Mayo Clinic· United StatesNVIDIA DGX SuperPOD · NVIDIA DGX B200 · NVIDIA Blackwell
AutomotivePredictive AnalyticsMachine Learning

Volvo Trucks uses proprietary AI models to power adaptive maintenance in its Blue Service Contract

Volvo Trucks North America upgraded its Blue Service Contract to offer optimized service stops based on fuel consumption, idle time and oil samples, powered by the OEM's proprietary AI models, enabling fewer stops for 2023 model year and newer trucks and reducing operating costs for customers.

Volvo Trucks North America· United States
AutomotiveDigital Twins & SimulationMachine LearningComputer Vision

General Motors uses AI for digital twins, battery leak detection, and weld/paint inspection in manufacturing

GM builds in-house AI solutions used across its manufacturing facilities: digital twins that simulate a running production line before it's constructed, AI/machine learning that quickly and accurately pinpoints potential leaks in battery packs, and a combination of robotics and a proprietary AI tool that inspects welds and paint coats to identify irregularities and anomalies.

General Motors· United States
EducationRecommendation & PersonalizationGenerative AI

Miami Dade College boosts student pass rates by 15% with Microsoft 365 Copilot

Miami Dade College deployed Microsoft 365 Copilot among its President's Cabinet and senior leaders, and used Microsoft Copilot Studio to build AI-powered assistants supporting personalized learning, coding exercises, essay structures and math problems around the clock. In the first semester of implementation in STEM and advanced analytics courses, the college saw a 15% increase in student pass rates and a 12% decrease in dropout rates. A survey found 77% of users completed tasks faster, 76% saw improved work quality, and 81% reported increased productivity; if just 15% of MDC's more than 6,000 employees saved 12 minutes a day, that would total nearly 50,000 hours a year. Encouraged by these results, MDC expanded its Copilot deployment by 400 licenses, prioritizing student-facing employees.

Miami Dade College· United StatesMicrosoft 365 Copilot · Microsoft Copilot Studio · Microsoft Teams +1
RetailAgentic AIGenerative AICode Generation

Levi Strauss & Co. builds a Super Agent with Microsoft Foundry

Levi Strauss & Co. uses Microsoft Foundry and GitHub Copilot to build purpose-driven AI agents that connect to enterprise systems such as SAP, HR platforms and retail systems, orchestrated through a planned unified 'Super Agent' experience inside Microsoft Teams. The company first rolled out Microsoft 365 Copilot enterprise-wide, then used Foundry as an orchestration layer with Azure Functions for backend execution, aiming to let employees get answers and complete tasks like checking inventory or initiating HR requests through a single natural-language interface.

Levi Strauss & Co.· United StatesMicrosoft Foundry · GitHub Copilot · Azure Functions +3
EducationGenerative AICode Generation

Val Verde Unified School District uses Microsoft Copilot to speed up IT and business operations

Val Verde Unified School District, a Southern California district of 19,000 students, piloted Microsoft Copilot and ChatGPT across administrative and business departments after its Board of Education directed staff to test generative AI. Director of Information and Instructional Technology Matt Penner used Copilot as a code assistant to fine-tune a custom state-reporting application that integrates data from the student information system, finishing the task in five hours instead of ten. About 150 employees were testing the AI tools, including HR staff improving job interview questions and staff summarizing hundreds of unopened emails into a manageable list.

Val Verde Unified School District· United StatesMicrosoft Copilot · ChatGPT
HealthcareDocument Intelligence

Forcura Expedites Patient Care Using Generative AI on Amazon Bedrock

Forcura, a HITRUST-certified healthcare workflow management company serving over 900 healthcare providers representing about 1 million patients, added a generative-AI referral summary feature to its Referral Management product. Built on Amazon Bedrock using Anthropic's Claude 3 model family, the feature pulls key information such as patient demographics, clinical history and requested services into a concise summary. Forcura piloted the feature with three clients in April 2024 and reached general release within 90 days of the pilot start.

Forcura· United StatesAmazon Bedrock · Anthropic Claude 3 · Amazon S3
EnergyMachine LearningPredictive Analytics

Enterprise Data Analytics Platform and AMI Operations

Con Edison rolled out the C3 AI Platform and C3 AI AMI Operations application to establish AMI operations across 5 million smart meters and build a federated enterprise data analytics platform. The team aggregated two years of data from 13 source systems covering 5 million customer accounts, configured two machine learning algorithms and 50 analytics to identify deployment and installation issues and determine meter and network health. Results included $854M+ in identified annual customer benefit and 2,300+ deployment issues identified within 4 months.

Con Edison· United StatesC3 AI Platform · C3 AI AMI Operations
Financial ServicesAgentic AI

Fiserv embeds Stuut Technologies' agentic AI into order-to-cash workflows, processing over $2 billion in invoices

Fiserv partnered with Stuut Technologies to integrate agentic AI into enterprise order-to-cash workflows through its Commerce Hub and SnapPay products. The initiative has already processed over $2 billion in invoices.

Fiserv· United StatesStuut AI agent · Fiserv Commerce Hub · Fiserv SnapPay
EducationPredictive Analytics

Harvard Medical School's Walter Lab runs 1.7 million protein interaction predictions using NVIDIA DGX Cloud

The Walter Lab at Harvard Medical School, with access to NVIDIA DGX Cloud through the National Science Foundation's NAIRR pilot program, completed nearly 1.7 million protein-protein interaction predictions on ColabFold in three months using 32-node DGX clusters with 256 A100 GPUs, a task that previously would have taken years. The team curated 40,000 high-confidence protein interactions among 300 human genome maintenance proteins using two custom ML tools (KIRC and SPOC), publishing results via the Predictomes website.

Harvard Medical School (The Walter Lab)· United StatesNVIDIA DGX Cloud · NVIDIA A100 GPUs · AlphaFold +1
EducationConversational AIGenerative AINatural Language Processing

Aurora Public Schools sees 28% improvement in literacy grade-level expectations using MagicSchool

Aurora Public Schools, a Colorado district of over 38,000 students, used MagicSchool's Enterprise package and MagicStudent tools including the Language Learning Tutor, Translate It! and Writing Feedback Tool to support English language learners, struggling readers and students with IEPs. A teacher, Johnnie Lacey, used the tools to differentiate instruction, and the district saw a 28% improvement in students meeting grade-level expectations for literacy, with the most significant gains among initially struggling students.

Aurora Public Schools· United StatesMagicSchool Enterprise · MagicSchool for Students (MagicStudent) · Language Learning Tutor +2
AutomotiveComputer VisionDigital Twins & SimulationGenerative AI

NVIDIA DRIVE AV Software Debuts in All-New Mercedes-Benz CLA

The all-new Mercedes-Benz CLA, the brand's first vehicle featuring the MB.OS platform, introduces advanced driver-assistance features powered by NVIDIA's full-stack DRIVE AV software, AI infrastructure and accelerated compute, enabling enhanced level 2 point-to-point driver assistance including urban navigation, active safety and automated parking. The CLA achieved a five-star EuroNCAP safety rating.

Mercedes-Benz· United StatesNVIDIA DRIVE AV · NVIDIA Omniverse · NVIDIA Cosmos +4