Microsoft Customers Share Impact of Generative AI
Microsoft Customers Share Impact of Generative AI
From enhancing customer experience to accelerating research and development, organizations across industries share stories of AI successes
從改善客戶體驗到加速研發,各行各業的組織分享了人工智能成功故事
CHICAGO, Nov. 19, 2024 /PRNewswire/ -- Some of the world's largest and most impactful organizations are at Microsoft Ignite today, sharing real-world examples of how their investments in the Microsoft Copilot and AI stack are transforming their businesses and driving impact. Ignite is Microsoft's annual flagship event showcasing the latest innovations and product updates to enable customers, partners and developers to unleash the full potential of Microsoft's technology.
芝加哥,2024年11月19日/美通社/ - 世界上一些最大、最有影響力的組織今天在微軟Ignite大會上分享了實際示例,展示了他們在Microsoft Copilot和人工智能平台方面的投資是如何改變他們的業務併產生影響力的。 Ignite是微軟的年度旗艦活動,展示最新的創新和產品更新,幫助客戶、合作伙伴和開發人員釋放微軟技術的全部潛力。
Organizations across the globe are dedicating considerable resources to implementing generative AI into their workstreams to benefit their employees and customers. In the past week alone, NASA's Earth Science Data Systems Program announced the creation of its Earth Copilot solution with Microsoft Azure OpenAI Service. Accenture said it's rolling out Microsoft 365 Copilots and agents to 100,000 employees, with a commitment to deploy 200,000 more. Hundreds of other customers shared real examples of how they are embracing Microsoft's AI capabilities to drive impact and shape today's platform shift to AI.
全球各組織正在投入大量資源將生成式人工智能應用於工作流程,以造福員工和客戶。僅在過去一週,NASA的地球科學數據系統計劃宣佈了與Microsoft Azure OpenAI Service合作推出地球Copilot解決方案。Accenture表示正在向10萬名員工推出Microsoft 365 Copilots和代理,承諾再部署20萬人。數百家其他客戶分享了他們是如何擁抱微軟人工智能功能來產生影響並塑造如今向人工智能平台的轉變的真實示例。
Internal Microsoft data along with third-party research reflects the ongoing AI boom.
Micro軟內部數據以及第三方研究反映了持續的人工智能潮流。
- More than 85% of the Fortune 500 are using Microsoft AI.
- Nearly 70% of the Fortune 500 are using Microsoft 365 Copilot.
- A global IDC surveyi of enterprise organizations found that:
- Generative AI usage jumped from 55% in 2023 to 75% in 2024.
- For every $1 a company invests in generative AI, the return on investment (ROI) is $3.7x.
- IDCii also forecasts worldwide spending on AI will reach $632 billion by 2028.
- 超過85%的財富500強公司正在使用Micro軟人工智能。
- 近70%的財富500強公司正在使用microsoft 365 Copilot。
- 企業組織的全球IDC調查顯示:生成式人工智能的使用量從2023年的55%增加到2024年的75%。
- 全球企業組織的IDC調查顯示:生成式人工智能的使用量從2023年的55%增加到2024年的75%。
- 對於每一美元公司投資於生成式人工智能,回報率(ROI)爲$3.7倍。
- IDCii還預測到,截至2028年,全球人工智能支出將達到6320億美元。
While these numbers are impressive, they don't necessarily tell a story, people do. Here are some of their AI success stories:
儘管這些數字令人印象深刻,但並不一定能講述一個故事,人才可以。以下是一些關於他們人工智能成功故事:
ABB Group, a manufacturing and operations automation provider, is using generative AI to help industrial-sector customers better manage their carbon footprint. The company turned to Microsoft Azure OpenAI Service to build Genix Copilot, a generative AI solution that integrates with its core Genix industrial IoT and analytics suite to answer customer questions in natural language and provides specific, actionable insights. For example, when a customer asked, "What's the status of carbon emission across all our plants?" Genix Copilot reported that a plant was nearing its carbon emissions cap and recommended specific steps to prevent a breach. ABB says this proactive approach can help customers see up to 40% cost savings in operations and maintenance, a 30% boost in production efficiency, and a 25% improvement in sustainability. The new solution is also helping ABB's own teams improve the way they work. "With Genix Copilot as a service, we are expecting at least 20% more momentum in sales," said Rajesh Ramachandran, Global Chief Digital Officer for Process Automation at ABB. "We can close deals faster, it brings a new set of customers and it increases existing customer sales. We are (also) seeing an 80% reduction in service calls because they can be taken care of by Genix Copilot before those calls need to reach a support agent."
ABb集團,一家制造與運營自動化提供商,正在利用生成式人工智能幫助工業行業客戶更好地管理其碳足跡。該公司轉向微軟Azure OpenAI服務構建Genix Copilot,一個生成式人工智能解決方案,可以與其核心Genix工業物聯網和分析套件集成,以自然語言回答客戶問題,並提供具體的可行性見解。例如,當客戶詢問"所有工廠的碳排放現狀如何?"時,Genix Copilot報告稱有一個工廠即將達到碳排放上限,並建議特定步驟以防止違規。ABb表示,這種主動方法可以幫助客戶在運營和維護方面節省高達40%的成本,生產效率提高30%,可持續性提高25%。新解決方案還幫助ABb自己的團隊改進他們的工作方式。ABb的過程自動化全球首席數字官Rajesh Ramachandran表示:"藉助Genix Copilot作爲服務,我們預計銷售動力將增加至少20%。我們可以更快地達成交易,吸引新一批客戶,並增加現有客戶的銷量。我們還看到服務電話減少了80%,因爲Genix Copilot可以在這些電話需要到達支持代理之前處理。"
Air India, the nation's flagship carrier, has significantly enhanced its customer experience by migrating its workloads to Microsoft Azure. Faced with outdated technology, the airline sought modernization to improve service for millions of passengers. By implementing Microsoft Azure OpenAI Service and the latest GPT models, Air India developed AI.g, a virtual assistant capable of handling 30,000 daily queries on topics like bookings and flight status. This innovation has enabled millions of automated customer interactions, freeing up contact center staff for more complex issues. The transition to Azure has not only improved the customer experience and operational efficiency but also led to significant financial savings. "We have doubled our passenger count since early 2022," said Dr. Satya Ramaswamy, Chief Digital and Technology Officer, Air India. "But the call volume in our contact center remains the same — about 9,000 queries daily. That's because AI.g is handling about 10,000 a day. That saves us several million dollars a year. And AI.g would not have been possible without strong collaboration with Microsoft."
印度航空,該國的旗艦航空公司,通過將其工作負載遷移到微軟Azure,顯著提升了客戶體驗。面對過時技術,該航空公司尋求現代化,以改善數百萬乘客的服務。通過實施微軟Azure OpenAI服務和最新的GPt模型,印度航空開發了AI.g,一個虛擬助手,能夠處理每日3萬次詢問,涉及預訂和飛行狀態等主題。這一創新使得數百萬次自動客戶互動成爲可能,爲聯繫中心員工解放更多處理更復雜問題的時間。轉移到Azure不僅提高了客戶體驗和運營效率,而且實現了顯著的財務節省。印度航空的首席數字技術官Satya Ramaswamy博士表示:"自2022年初以來,我們的乘客數量翻了一番。但我們聯繫中心的電話量保持不變——每天大約9000次查詢。這是因爲AI.g每天大約處理10000次查詢,每天爲我們節省數百萬美元。而沒有與微軟的緊密合作,AI.g將不可能實現。"
Campari Group, a leader in the spirits industry with products in nearly 200 countries, embraced Microsoft 365 Copilot to enable its employees — called Camparistas — to embed Generative AI capabilities in their daily work. Microsoft 365 Copilot is helping teams streamline meeting prep and recaps, allowing employees to focus on discussions instead of manual tasks. Early adopters report saving 16 to 30 minutes a day; 80% say it speeds up tasks, 81% report higher productivity, 86% see improved work quality, 73% spend less mental effort on routine tasks, and 93% feel confident using it. "Copilot is a game changer," said Jeremie Mortiz, Global Consumer Engagement Senior Director at Campari Group. "It can multiply your strengths and give you that partner to push ideas further and break out of your daily routine. We're focusing on what matters most — creativity and decision-making rather than spending time on time-consuming tasks."
全球貨幣集團是烈酒行業的領導者,在將近200個國家擁有產品,採用微軟365 Copilot,使其員工(被稱爲Camparistas)能夠在日常工作中嵌入生成式人工智能功能。微軟365 Copilot正在幫助團隊簡化會議準備和回顧,使員工能夠專注於討論而不是手動任務。早期採用者報告每天節省16到30分鐘;80%的人表示它加快了任務的進行,81%報告生產力更高,86%看到了工作質量的提高,73%在日常任務中花費更少的精力,93%使用起來感到自信。「Copilot是一個改變遊戲規則的東西,」全球消費者參與高級董事Jeremie Mortiz在全球貨幣集團表示。「它可以增強你的優勢,給你一個夥伴來推動思想進一步發展,打破日常例行乏味任務。我們關注最重要的事情-創造力和決策,而不是花時間在耗時的任務上。」
C.H. Robinson, one of the world's largest logistics platforms, automated its email price quoting system using Microsoft Azure AI to significantly reduce response times for over 2,000 daily pricing requests from shippers. The company's automated AI system now classifies incoming email, uses generative AI to piece together the details in it, then replicates the steps a person would take to fulfill the customer's request. This automation has slashed email quote times from hours to just 32 seconds, freeing employees for more valuable tasks. "Incorporating Azure AI in our tech has helped put us on pace to achieve another 15% increase in productivity this year," said Mark Albrecht, Vice President, Data Science, C.H. Robinson. "Big picture, this tech makes it possible to automate virtually any kind of email transaction and capture efficiencies in global supply chains that just couldn't be achieved before building this Azure-based generative AI solution."
C.H. Robinson是全球最大的物流平台之一,利用微軟Azure人工智能自動化了其電子郵件報價系統,顯著縮短了對來自貨主的每天2,000多個定價請求的響應時間。該公司的自動化AI系統現在會對接收的電子郵件進行分類,使用生成式人工智能將其中的細節組合起來,然後複製人員執行的步驟以滿足客戶的請求。這種自動化將電子郵件報價時間從幾小時縮短至僅32秒,爲員工騰出更多寶貴的時間。「在我們的技術中整合Azure人工智能有助於我們以更高效率從事工作,今年又將提高15%的生產力,」C.H. Robinson的數據科學副總裁Mark Albrecht表示。「總體上,這項技術使我們能夠自動化幾乎任何類型的電子郵件交易,並在全球供應鏈中實現效率,這是在構建基於Azure的生成式人工智能解決方案之前無法實現的。」
Dentsu, an integrated marketing solutions agency, is relying on Microsoft Azure AI to better serve its clients. Faced with the growing complexity of media metrics, Dentsu used Azure AI Studio, Azure Machine Learning, and Azure OpenAI Service to develop a copilot to help employees interpret results via conversational chat and reduce analysis time by 80%. This not only improves model accuracy but also promises millions in savings by enhancing clients' return on advertising spend. "We can complete media plans faster and with more confidence to help clients optimize their media spend and exceed their goals for customer response," said Becca Kline, Senior Director of Analytics, Dentsu. "Before, our client-facing media planners might have to wait weeks. Once we roll this out, it will take minutes. It's a huge time-saver."
電通是一家綜合營銷解決方案機構,依賴微軟Azure人工智能更好地爲其客戶服務。面對媒體度量標準日益複雜的挑戰,電通使用Azure AI Studio、Azure機器學習和Azure OpenAI Service開發了一個副駕駛來幫助員工通過對話式聊天解釋結果,並將分析時間減少了80%。這不僅提高了模型的準確性,還通過提升客戶廣告支出回報率承諾節省數百萬。電通的高級分析總監Becca Kline表示:「我們可以更快更自信地完成媒體計劃,幫助客戶優化媒體支出,超越他們對客戶反應目標的期望。」「之前,我們面向客戶的媒體策劃員可能需要等待幾周。一旦我們推出這個,將只需幾分鐘。這是一個巨大的時間節省。」
Eaton, an intelligent power management company, is leveraging to Microsoft 365 Copilot to help streamline and automate operations, improve data access, centralize knowledge, and empower teams to focus on higher-value tasks. One immediate challenge addressed through Copilot focused on the manual, time-consuming documentation process in Eaton's Finance operations. Copilot helped Eaton document over 9,000 standard operating procedures (SOPs), resulting in an 83% time savings for each SOP. "We're working to get information out of people's heads, to get the expertise of the organization into technology where it's accessible," said Katrina Redmond, CIO, Eaton Corp.
伊頓,一家智能電力管理公司,正在利用Microsoft 365 Copilot來幫助簡化和自動化業務、改善數據訪問、集中知識,並賦予團隊專注於更高價值任務的能力。通過Copilot解決的一個即時挑戰集中在伊頓的財務業務中手動、耗時的文檔處理過程。Copilot幫助伊頓記錄超過9,000個標準操作規程(SOPs),每個SOP節省了83%的時間。"我們正在努力將信息從人們的頭腦中獲取,將組織的專業知識放入技術中,使其易於訪問,"伊頓公司的CIO卡特琳娜·雷德蒙德表示。
Lenovo is a global technology company with a broad portfolio that includes devices, infrastructure, IT services and complex solutions. Its Premier Support services team is using Dynamics 365 Contact Center and Dynamics 365 Customer Service, both with Copilot, to deliver an AI-powered chat service to streamline support operations and keep pace with growing demand. Thanks to real-time, high-quality suggestions from Copilot, service reps spend less time gathering and reviewing information and more time resolving the issue. "As a result, average handling time has fallen by 20% and agent productivity is up 15%," said Chen Lu, Director, Services IT Delivery, Lenovo. "And with higher satisfaction ratings, we know that customers are happier too."
聯想是一家全球科技公司,擁有涵蓋設備、基礎設施、IT服務和複雜解決方案在內的廣泛產品組合。其首席支持服務團隊正在使用帶有Copilot的Dynamics 365 Contact Center和Dynamics 365 Customer Service,提供基於人工智能的聊天服務,從而簡化支持業務並跟上不斷增長的需求。得益於Copilot提供的實時、高質量建議,服務代表花費更少時間收集和審查信息,更多時間解決問題。"因此,平均處理時間減少了20%,代理人生產率提高了15%,"聯想公司的服務IT交付總監陳璐表示。"而且由於更高的滿意度評級,我們知道客戶也更加滿意。"
Mars Veterinary Health provides preventive, general, specialty and emergency veterinary care for millions of pets each year. To address the challenges of a global shortage of veterinary radiologists, Mars used a Mistral Large Language Model from the Azure AI Studio model catalog to build RapidRead, a new diagnostic tool to review X-ray images and provide a diagnosis for a human radiologist to review. RapidRead's capabilities have potentially saved hundreds of pets in life-threatening situations. "Clinics are now getting results in mere minutes versus hours or days," said Jerry Martin, Vice President, Research & Development at Mars Science & Diagnostics. "The significance of that can't be understated. We are saving more lives and pets are home with their families much, much faster. For Mars, that is the best metric by which we can measure our success."
Mars Veterinary Health爲數百萬只寵物提供預防性、一般性、專科性和緊急獸醫護理。爲了解決全球獸醫放射科醫生短缺的挑戰,Mars使用了Azure AI工作室模型目錄中的Mistral大語言模型來構建RapidRead,一款新的診斷工具,用於查看X光圖像並提供診斷供人類放射科醫生審查。RapidRead的能力可能挽救了數百隻處於危急情況的寵物。"現在,診所可以在幾分鐘內得到結果,而不是幾小時或幾天,"Mars Science & Diagnostics副總裁傑瑞·馬丁表示。"這一點的重要性不容小覷。我們正在拯救更多生命,寵物與家人團聚速度也更快。對於Mars來說,這是我們衡量成功的最佳標準。"
Medigold Health, an occupational health provider based in the U.K., has transformed its operations with Microsoft Azure. Specializing in workplace health risk reduction and employee well-being, Medigold supports over 3,500 businesses with a team of over 1,000 employees, including 450 clinicians and technicians. The company turned to Microsoft Azure OpenAI Service, Azure Cosmos DB and Azure SQL Database to automate manual aspects of traditional client health assessments like extensive notetaking, dictation and report generation. This has significantly reduced the administrative burdens on clinicians, leading to a 58% rise in clinician retention and job satisfaction. "The tools allow reports to be generated from the clinician's consultation notes in approximately 15 seconds," said Alex Goldsmith, Chief Executive Officer, Medigold Health. "They must then simply review, edit and sign off the report, saving them a lot of time over the course of a day. The time saved helps them optimize clinician-patient time, and they no longer have to work over their hours to get reports written. One clinician told me that since we started using AI, they've been able to see their family more — that means everything."
位於英國的職業健康提供商Medigold Health利用微軟Azure進行了業務轉型。Medigold專注於職場健康風險降低和員工福祉,在1,000多名員工團隊的支持下,包括450名臨床醫師和技術人員,爲超過3,500家企業提供支持。該公司轉向了微軟Azure OpenAI服務、Azure Cosmos數據庫和Azure SQL數據庫,以自動化傳統客戶健康評估中的手動工作,如詳細記筆記、口述和報告生成。這顯著減輕了臨床醫師的行政負擔,導致臨床醫師留任率和工作滿意度增長了58%。「這些工具允許從臨床醫師的會診筆記中生成報告,大約在15秒內完成,」 Medigold Health首席執行官Alex Goldsmith表示。「然後他們只需審核、編輯和簽署報告,這爲他們節省了一天的時間。節省的時間幫助他們優化臨床醫師-患者時間,他們不再需要加班來撰寫報告。一名臨床醫師告訴我,自從我們開始使用人工智能以來,他們能夠更多地與家人在一起,這意味着一切。」
Ontada, part of McKesson Corp., is an oncology technology and insights business dedicated to transforming the fight against cancer. The company turned to Microsoft Azure AI, including Azure OpenAI Service, to process more than 150 million unstructured oncology document components including clinician notes, prescriptions and testing. This helps researchers extract potentially valuable information that was previously unanalyzed or unused to accelerate research and development and ultimately help bring new treatments to patients. "We were collecting the right data, but it's impossible for a human to make the correlations needed to gather meaningful insights," said Amy O'Sullivan, Chief Research Officer, Ontada."Utilizing Azure OpenAI Service, we are now processing over 150 million unstructured data documents in half the time it previously took."
McKesson Corp.旗下的腫瘤技術和見解企業Ontada致力於改變與癌症抗爭的使命。該公司藉助微軟Azure人工智能,包括Azure OpenAI服務,處理了超過15000萬個未結構化腫瘤文檔元件,包括臨床醫師的筆記、處方和測試。這幫助研究人員提取先前未經分析或未使用的潛在有價值的信息,加快了研究與開發,最終有助於爲患者帶來新的治療方法。「我們正在收集正確的數據,但人類不可能進行必要的關聯以獲得有意義的見解,」Ontada首席研究官Amy O'Sullivan表示。「利用Azure OpenAI服務,我們現在處理的超過1.5億個未結構化數據文檔的時間只有以前的一半。」
Toyota Motor Corporation, a nearly 100-year-old car manufacturer, is tapping the power of generative AI to accelerate innovation and ensure expert knowledge is retained as senior engineers retire. The company used Microsoft Azure OpenAI Service, Azure Functions and Cosmos DB to build a system of generative AI agents to store and share internal expertise with the goal of developing new vehicle models faster. For example, an engineer might ask the system how to make a car run faster. An engine agent might give an answer related to engine output while a regulatory agent provides an answer on limits to emissions, which the system then consolidates into a single reply. Toyota says its powertrain engineering team uses the new solution hundreds of times a month. "These experts are relatively senior," said Kenji Onishi, automotive engineer, Toyota. "When they retire, their knowledge will be gone. The mission here is to prevent it from happening. So we'd like to transfer this knowledge to the next generation."
豐田汽車公司,一個擁有近100年曆史的汽車製造商,正在利用生成式人工智能的力量加快創新,確保高級工程師退休後專業知識得以保留。該公司使用微軟Azure OpenAI服務、Azure功能和Cosmos Db構建了一套生成式人工智能代理系統,用於存儲和分享內部專業知識,旨在更快地開發新的車輛模型。例如,一名工程師可能詢問系統如何讓汽車跑得更快。一個發動機代理可能會給出與發動機輸出相關的答案,而監管代理則會提供有關排放限制的答案,然後系統將這些合併爲一個回覆。豐田表示,其動力總成工程團隊每月使用這種新解決方案數百次。"這些專家相對資深,"說道豐田汽車工程師Kenji Onishi。"當他們退休時,他們的知識將會消失。我們的使命是防止這種情況發生。因此,我們希望將這些知識傳承給下一代。"
To learn more about how leading companies around the world are embracing Microsoft AI capabilities to reinvent customer engagement, enrich employee experiences, reshape business processes, and bend the curve on innovation, visit the Microsoft AI in Action page.
要了解全球領先公司如何利用微軟人工智能功能重新定義客戶參與、改善員工體驗、重塑業務流程並在創新上取得突破,請訪問Microsoft AI in Action頁面。
Microsoft (Nasdaq "MSFT" @microsoft) creates platforms and tools powered by AI to deliver innovative solutions that meet the evolving needs of our customers. The technology company is committed to making AI available broadly and doing so responsibly, with a mission to empower every person and every organization on the planet to achieve more.
微軟(Nasdaq "MSFT" @microsoft)利用人工智能創建平台和工具,提供創新解決方案,以滿足客戶不斷變化的需求。這家科技公司致力於廣泛推廣AI並負責任地實現這一目標,以使地球上的每個人和每個組織都能實現更多。
i IDC InfoBrief: sponsored by Microsoft, 2024 Business Opportunity of AI, IDC# US52699124, November 2024
ii IDC Press Release, Worldwide Spending on Artificial Intelligence Forecast to Reach $632 Billion in 2028, According to a New IDC Spending Guide, August 2024
i IDC InfoBrief: 由微軟贊助,2024年人工智能商機,IDC# US52699124,2024年11月
ii IDC新聞稿,新版IDC支出指南顯示,到2028年,全球人工智能支出預計將達到6320億美元,預計在2024年8月
SOURCE Microsoft Corp.
來源:微軟公司。
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