AI-enabled environments that support realistic practice, instruction, or scenario-based learning. They address the need for safe, repeatable training in complex or high-risk tasks.
Use cases
8
Examples
8
Industries
5
Timeline
6 mo
Data updated 1 day ago
Adoption over time
Documented cases per month
By case publish month · completed months only
5 cases documented across 37 months (Jul 23 – Jul 26), peaking at 2 in May 2025.
AI Use Cases Hub
3 earlier cases before Jul 23 not shown
Each column counts every documented case of this type by its publish month, across the full corpus. The in-progress current month is excluded from columns and surfaced separately, and cases published before the charted window are summarized as earlier cases instead of plotted.
4.4Innovativeness4.4/5Advanced4.4/5 - Advanced. This is more advanced than a standard chatbot or RAG case: it combines an agentic workflow, headless Gemini execution, simulation orchestration, repository interaction, and a separate reviewer agent for safety. Compared with recent Google Cloud agent cases, it is closer to the higher end because the system is deeply embedded in engineering operations rather than serving as a simple assistant.
Proxima Fusion, a Munich-based fusion energy company, is using Google Cloud to accelerate the design of stellarators for clean fusion energy.The company launched project AlphaClaw to multiply the number of simulations engineers can orchestrate and reduce the manual effort needed to interpret and relaunch runs.
2.9Innovativeness2.9/5Differentiated2.9/5 - Differentiated. A practical generative AI training application on managed AWS services; compared with recent Bedrock enterprise cases, it is similarly incremental rather than architecture-led novelty.
SkillGym is used by more than 300,000 customers across 4 continents, helping them practice conversations and boost their confidence in communication.The company harnesses AWS serverless technology to deliver its platform worldwide, scaling quickly and reliably.SkillGym uses Amazon Bedrock and Amazon SageMaker to support its generative AI approach and power roleplay conversations.
4Innovativeness4/5Advanced4/5 - Advanced. Advanced AI-driven simulation platform scaling behavioral training with personalized roleplay scenarios grounded in real school contexts and integrated secure cloud architecture.
Boys Town, a U.S. nonprofit dedicated to helping at-risk youth and families, faced challenges scaling its behavioral coaching due to limited availability of live facilitators for immersive roleplay training.They partnered with Elastiq and Google Public Sector to develop Reality Coach, an AI-driven interactive roleplay platform on Google Cloud using Vertex AI and other services that simulates realistic scenarios for educators to practice behavioral techniques anytime.The platform provides personalized, grade-level relevant coaching by simulating dynamic conversations with AI personas, allowing educators to repeat practice until mastery without logistical constraints.Results showed 72% of educators increased confidence in behavioral management, 86% reported improved classroom outcomes, and training scaled to over 32,500 professionals with projected benefits for 100,000+ students annually.
4Innovativeness4/5Advanced4/5 - Advanced. The solution provides real-time rendering of patient-specific 3D holographic models on HoloLens 2 using Azure-powered computation, indicating an advanced AR/real-time visualization integration beyond typical document/agent patterns.
Jagiellonian University Medical College (JUMC) in Kraków, Poland revolutionized its medical education by integrating Microsoft HoloLens 2 and Microsoft Azure-powered mixed reality technology. The initiative aimed to address the limitations of relying on 2D medical imaging by creating a solution that displays hyper-realistic, patient-specific 3D holographic models for teaching and surgical planning. In collaboration with apoQlar, a Microsoft Partner, JUMC equipped its laboratories with AR headsets, enhancing both learning and hospital surgical procedures. The technology is portable, Wi-Fi enabled, and features text-to-speech for hands-free notes and calls. Students and faculty have enthusiastically adopted the system, with surveys indicating a preference for mixed reality tools over traditional methods. The program has launched with over 20 medical simulations ready for teaching and early pilot surgeries already performed, demonstrating improvements in both the speed and effectiveness of medical training and procedure planning.
2Innovativeness2/5Incremental2/5 - Incremental. Integrating Azure AI Text-to-Speech to automate voice content creation accelerates a known workflow, but it is a straightforward application without unusual architecture or real-time/agentic orchestration evidence.
Laerdal Medical enhanced the quality and accessibility of its training simulations by seamlessly integrating Microsoft Azure AI's Text-to-Speech technology. This advancement significantly reduced the time required to develop personalized voice content, accelerating content creation from months to hours. The implementation enables Laerdal to design diverse, inclusive scenarios aligned with its mission to save lives, targeting healthcare training needs efficiently.
3Innovativeness3/5Differentiated3/5 - Differentiated. Hands-free mixed-reality training with Dynamics 365 Guides and HoloLens, plus Power BI tracking and remote assist, is a meaningful operational transformation but not explicitly novel AI architecture.
Toyota Motor North America utilized Microsoft Dynamics 365 Guides and Microsoft HoloLens 2 to enhance training for its manufacturing processes. This deployment aligns with Toyota's Kaizen methodology, which emphasizes continuous improvement. By providing on-demand, hands-free instructions, trainers developed content easily and scaled operations to thousands of team members. The system integrates with Power BI to track improvement and ensures standardized training outcomes.
4Innovativeness4/5Advanced4/5 - Advanced. Transitioning Factory Acceptance Tests to remote, real-time mixed-reality walkthroughs using HoloLens 2 and Teams is a domain-specific operational transformation leveraging vision/mixed reality rather than standard document/analytics automation.
Stevanato Group, a global leader in pharmaceutical manufacturing, faced challenges during the COVID-19 pandemic in conducting Factory Acceptance Tests (FAT) for vaccine inspection equipment. Traditionally performed in person, these tests transitioned to remote implementation using Microsoft HoloLens 2 and Teams. This mixed reality technology allowed engineers to host virtual walkthroughs, demonstrate machine functionalities, and collaborate with customers worldwide. As a result, the company ensured business continuity and faster delivery schedules amidst the pandemic restrictions, all while meeting stringent quality requirements and engaging clients early on in production processes.
4Innovativeness4/5Advanced4/5 - Advanced. A mixed-reality curriculum using HoloLens apps (e.g., HoloPatient) with gesture/voice interaction and piloting across institutions indicates non-trivial, domain-specific real-world deployment beyond basic text AI.
Pearson and Microsoft collaborated to introduce a mixed-reality curriculum leveraging Microsoft HoloLens technology. This initiative integrates six unique applications aimed at revolutionizing learning experiences in healthcare and STEM education. HoloPatient, a key app in this curriculum, immerses nursing students in realistic medical scenarios using holographic actors to enhance diagnostic and treatment skills. Complementary apps like HoloHuman, HoloHistory, and HoloMath target primary and higher education, enabling interactive and visual learning in history, chemistry, and mathematics. As part of its innovative approach, the curriculum has been piloted at multiple educational institutions across the world, illustrating the potential of holography in enhancing comprehension and retention.
How many training simulation use cases are documented?
The AI Use Case Hub documents 8 real training simulation deployments across 5 industries, with 8 detailed company examples you can browse.
Which industries adopt training simulation the most?
Training simulation is most common in Education (38%), Healthcare (25%) and Pharma (13%).
Which countries lead in training simulation?
Italy leads documented training simulation deployments, followed by United States and Norway.
What technologies are used for training simulation?
Teams most often build training simulation with Azure AI, HoloLens 2 and Azure.
What AI capabilities power training simulation?
Across the documented deployments, the most common capability patterns are Vision (50%), Voice (25%) and Avatar (13%).
What results do companies report from training simulation?
Across the 8 deployments reporting outcomes, companies most often cite speed & agility (75%), customer experience & trust (75%) and new product / capability (50%).