Company / Competitor

Microsoft

Mentioned in 290 AI use cases across 30 industries

Use Cases Mentioning Microsoft

aerospace-defensedomain question answering and contextual retrieval

AI knowledge assistant for cross-guidebook T&E planning

An AI assistant answers planning questions by pulling the right guidance from linked cyber, engineering, software, cost, and program protection references when teams are building a TEMP.

energysupervised prediction / binary classification

Customer churn prediction for energy utility subscribers

An energy company uses customer data to estimate which households are likely to leave, so it can intervene before they switch providers.

energyworkflow automation and autonomous task execution

Autonomous background workflows for maintenance operations

AI would eventually handle some maintenance-related steps automatically in the background so workers do less repetitive system work.

manufacturingscenario simulation

Decision-tree simulation for manufacturing quality decisions

Engineers ask the AI to walk through different quality decision paths so they can see what might happen before choosing an action.

energytool-using enterprise assistant

Remote MCP-based AI orchestration for Seismic content workflows

This setup lets an external AI assistant securely plug into Seismic so it can look up content, react to events, and help users complete content-related tasks.

pharmaceuticalsbiotechsemantic retrieval and question answering

LLM support for regulatory-science knowledge retrieval and question answering

Ask questions in plain language about complex medicines-regulation information and have the model help find or explain relevant content.

energyanomaly detection and pattern mining

Revenue protection analytics for energy revenue streams

Bring billing, meter, trading, and production data into one system, then use AI to spot unusual patterns that may mean lost revenue, fraud, or settlement mistakes.

pharmaceuticalsbiotechPredictive analytics and decision support

AI-driven predictive analysis for clinical development

AI models analyze clinical research data to spot patterns and help teams make better development decisions sooner.

technology-itadaptive orchestration and prediction

AI-enabled continuous testing in DevOps pipelines

AI runs smart tests automatically every time developers change code, so teams get quick feedback before releasing updates.

automotivePolicy enforcement and event-driven workflow automation

AI-driven rescheduling, cancellation, and waitlist management for automotive appointments

If a customer needs to change or cancel an appointment, the AI follows the business rules, updates the calendar, and can help refill open slots instead of leaving them empty.

sportsInternal knowledge assistant

X Games AI onboarding and internal knowledge assistant

X Games trained a model on company information so new hires can ask questions about things like sales templates or benefits instead of hunting for answers manually.

manufacturinganalytics augmentation and cross-functional decision support

Maintenance intelligence in centralized BI dashboards

Maintenance data is sent into company dashboards so finance, operations, and maintenance can all see the same numbers and make better decisions.

legalOrchestrated legal workflow augmentation

Integrated multi-tool AI workflow for complex legal mandates at Linklaters

Instead of relying on one AI app, Linklaters is combining several AI tools so lawyers can chat, review deals, manage contracts, and use Legora together on client matters.

aerospace-defenseDocument classification, extraction, linkage, and compliance completeness checking

Automated compliance evidence assembly for CSI oversight

Use automation to gather all the paperwork and records that prove a supplier followed the rules for safety-critical aircraft parts.

manufacturingConstraint-based planning and rule-driven order generation

Mould-availability-driven liquid metal production order planning

Use available mould stock by date/code to decide when and how much same-grade liquid metal to melt, instead of planning melts in isolation.

advertisingdocument intelligence and market mapping

FTC compulsory market study of generative AI products and services for advertising and related commercial uses

The FTC is ordering major AI companies to hand over detailed information so it can understand how generative AI tools are built, sold, and used in the marketplace, including possible effects on competition and consumers.

energyaging analysis, backlog monitoring, and prioritization

Unbilled service agreement aging and backlog monitoring

Shows which service agreements have gone unbilled, how long they have been waiting, and which accounts have the biggest billing delays.

energyenterprise knowledge Q&A and task-oriented copilot

Generative AI assistant for Maximo maintenance, reliability, and asset management queries

A chat assistant is added around Maximo so workers can ask plain-language questions about maintenance and asset management and get useful answers.

manufacturingCase intake routing and cross-system workflow integration

Integrated customer complaint to corrective action handling via Oracle Service and Oracle Quality

If customer complaints are already logged in a service system, the company can connect that complaint system to quality workflows so complaints automatically feed formal corrective action tracking.

telecommunicationsSpatial guidance and visual decision support using augmented reality over digital twins

AR mobile app using telecom network digital twins to guide maintenance engineers

A phone app overlays hidden telecom network assets and instructions onto the real world so technicians can find the right cabinet, cable, or equipment faster.

technology-itmulti-document summarization

Inbound email attachment summarization with combined summary generation

When an email arrives with several files, the system tries to summarize each attachment and combine the results so an agent can understand the email package quickly.

energynatural-language analytics and guided investigation

Conversational revenue operations assistant for meter-to-cash analytics

Instead of digging through spreadsheets, leaders can ask plain-English questions about billing and collections and get answers with tables and dashboard links.

salesContextual content generation

AI-personalized sales email drafting from CRM and prospect website data

AI writes a first draft of a sales email by combining what the company already knows in CRM with information from the prospect’s website.

agricultureretrieval-augmented question answering

Handbook-grounded assistant for agents and adjusters

A chatbot or search assistant answers staff questions by looking up the exact rule in the crop insurance handbook instead of making them read thousands of pages.

real-estateContent generation and personalization

Generative AI for customized occupant communications

AI writes personalized building messages so occupants get clearer guidance about what is happening and what they should do.

retailAgentic-ReAct

AI Shopping Agents for Retail on AWS

This is like giving every shopper their own smart personal assistant that knows the entire store, all the promotions, and the shopper’s preferences, and can guide them from “I have a need” to “order placed” through natural conversation across web, app, or even voice.

energyReal-time signal conditioning and computational augmentation

In-flight seismic conditioning with elastic cloud compute

Instead of downloading giant seismic files and processing them later, the system changes and enhances the data instantly in the cloud while people work with it.

constructionnatural-language retrieval and task orchestration

AI assistant for document retrieval, packaging, and permission-aware handover

AI can understand a request like 'give me all approved drawing files for this project handover' and automatically find, bundle, and deliver the right files while respecting access rules.

telecommunicationsKnowledge-grounded language reasoning for network operations

Knowledge-enhanced network LLMs for OAM and performance operations

A telecom-focused large language model is paired with network knowledge so staff or systems can better understand operations data and support maintenance and performance tasks.

miningDocument understanding and information extraction

Document intelligence for sales orders and invoices in mining operations

AI reads business documents like sales orders and invoices and pulls out the important details automatically.

energyexpert guidance and knowledge transfer

Remote expert assistance for field maintenance

When a technician gets stuck, AR or remote assistance tools connect them to an expert who can guide the repair live, instead of the technician hunting through manuals or waiting for help.

public-sectorDocument understanding and workflow triage

AI-assisted benefit application review

AI helps government staff read benefit applications faster, pull out important details, and flag what needs attention so people can decide cases more quickly.

educationHuman-in-the-loop decision support

Human-in-the-loop AI workflow for K-12 teaching and learning

AI can help with school tasks, but people should ask the questions first and make the final decisions after thinking about the results.

energyenterprise knowledge Q&A and task orchestration

Generative AI maintenance and asset-management assistant for Maximo

A chat assistant lets workers ask plain-language questions about maintenance, reliability, and asset management instead of digging through systems manually.

energyinformation retrieval

Versioned utility cloud integration documentation for deployment planning

Oracle provides downloadable integration guides so utility teams can see how different cloud systems connect before they deploy or upgrade them.

energyDocument retrieval, synthesis, and question answering

Document intelligence for industrial procedures, manuals, and past analyses

The AI reads manuals, procedures, reports, and old analyses so workers can ask questions and get useful summaries without hunting through files.

energydata foundation enablement

Automated internal and external data capture for revenue analytics

Set up systems that continuously collect business and market data automatically so revenue decisions are based on fresh, detailed information instead of gut feel.

energydata normalization and workflow orchestration for analytical reuse

Standardized seismic data lakehouse for resilient downstream analytics and sharing

Equinor turned messy, hard-to-reuse seismic processing outputs into a governed shared data foundation so teams can rerun only what changed, analyze results more easily, and trust the data.

manufacturingKnowledge retrieval and natural-language assistance

GenAI knowledge access for plant operations and best-practice guidance

Holcim is exploring generative AI so employees can quickly ask questions and get useful guidance drawn from years of plant knowledge and historical data.

customer-serviceHuman-governed autonomous workflow execution

Agentic AI deployment roadmap for governed CX automation

A company rolls out AI agents carefully by choosing workflows, connecting systems, setting rules, and measuring results so the AI can act safely in customer service.

educationAssistive augmentation

Accessibility-oriented AI supports for diverse learners

AI can help make schoolwork easier to access, such as supporting translation or helping students who struggle with reading, while still matching each student's needs and accommodations.