IBM Study: More Companies Turning to Open-Source AI Tools to Unlock ROI
IBM Study: More Companies Turning to Open-Source AI Tools to Unlock ROI
- 85% of IT decision makers surveyed reported progress in their companies' 2024 AI strategy, with 47% saying they have already achieved positive ROI
- Nearly half of surveyed companies are looking to open-source AI to optimize their investments in 2025
- 調查顯示,85%的IT決策者表示他們的公司在2024年人工智能策略上取得了進展,其中47%的人表示他們已經實現了正回報率。
- 近一半的受訪公司計劃在2025年採用開源人工智能,以優化他們的投資。
ARMONK, N.Y., Dec. 19, 2024 /PRNewswire/ -- New research commissioned by IBM (NYSE: IBM) found that companies surveyed are investing in AI for the long term, with a growing interest in using open-source tools to drive ROI and innovation going forward.
紐約阿蒙克,2024年12月19日 /PRNewswire/ -- 一項由IBM(紐約證券交易所:IBM)委託的新研究發現,受訪的公司正在進行長期人工智能投資,並對使用開源工具以推動回報率和創新表現出越來越多的興趣。
The study of more than 2,400 IT decision makers (ITDMs), conducted by Morning Consult and developed in collaboration with Lopez Research, revealed that 85% of respondents report making progress in executing their 2024 AI strategy, with nearly half (47%) already seeing positive ROI from their AI investments. The data also confirms that using open-source tools for AI solutions may correlate to greater financial viability: 51% of surveyed companies currently utilizing open-source AI tools report seeing positive ROI, as compared to just 41% of those not using open source.
由Morning Consult進行、與Lopez Research合作開發的對2400多名IT決策者(ITDMs)的研究顯示,85%的受訪者報告在執行2024年人工智能策略方面取得了進展,近一半(47%)的人已經從他們的人工智能投資中看到了正回報率。數據還確認,使用開源工具進行人工智能解決方案可能與更大的財務可行性相關:當前使用開源人工智能工具的受訪公司中,有51%報告看到正回報率,而沒有使用開源的公司僅爲41%。
Nearly two-thirds (62%) of all respondents indicate they will increase their AI investments in 2025, while 48% are planning to leverage open-source ecosystems to optimize their AI implementations. For those surveyed companies not currently utilizing open-source, 2 in 5 say they plan to use open source for AI implementation in 2025.
近三分之二(62%)的受訪者表示,他們將在2025年增加人工智能投資,而48%的人計劃利用開源生態系統來優化他們的人工智能實施。對於那些目前沒有使用開源的受訪公司,五分之二的公司表示他們計劃在2025年使用開源進行人工智能實施。
"As organizations begin to implement AI at scale, many are placing greater stock in success metrics such as productivity gains, in part because traditional hard dollar ROI benefits have yet to show up on the balance sheets," said Maribel Lopez of Lopez Research. "Yet, companies continue to rapidly advance their AI strategies, with no sign of slowing down. Companies now recognize the value of defining specific use cases and optimizing AI projects. They are leveraging hybrid cloud strategies and open source to drive AI innovation and deliver financial returns."
「隨着組織開始大規模實施人工智能,許多公司對成功指標如生產力提升賦予了更高的重視,部分原因是傳統的硬性回報率效益尚未體現在財務報表上,」Lopez Research的Maribel Lopez說道。「儘管如此,公司依然迅速推進他們的人工智能策略,沒有減緩的跡象。公司現在認識到定義特定用例和優化人工智能項目的價值。他們正在利用混合雲策略和開源來推動人工智能創新並提供財務回報。」
Further study findings include:
進一步的研究結果包括:
Enterprises are ramping up AI investment, but with a greater strategic focus
企業正在加大在人工智能上的投資,但更加註重策略焦點
- 89% of surveyed organizations are planning to either increase or maintain their investment in AI in 2025.
- Of the 62% that plan to increase their investment, nearly two-fifths (39%) of respondents plan to up their spending by 25-50%.
- Only 5% of respondents plan to decrease their AI spending, and none by more than 50%.
- Surveyed companies are focusing on specific areas for allocating their AI investments, particularly IT operations (the top focus area for 63% percent of respondents), as well as data quality management (46%) and product/services innovation (41%).
- When asked what strategic changes will be made in 2025, surveyed ITDMs identify using managed cloud services (51%), hiring specialized talent (48%) and utilizing open source (48%) among the most common ways they plan to optimize their AI investments.
- 89% 的受訪組織計劃在 2025 年增加或保持對人工智能的投資。
- 在計劃增加投資的62%中,近五分之二(39%)的受訪者計劃將支出提高25-50%。
- 僅有5%的受訪者計劃減少他們在人工智能上的支出,並且沒有超過50%。
- 受訪公司正在專注於特定領域來分配他們的人工智能投資,特別是IT運營(63%的受訪者的首要關注領域),以及數據質量管理(46%)和產品/服務創新(41%)。
- 當被問及在2025年將做出哪些戰略改變時,受訪的IT決策者指出,使用託管雲服務(51%)、招聘專業人才(48%)和利用開源(48%)是他們計劃優化人工智能投資的最常見方式。
Open source is becoming crucial to companies' AI strategies
開源正變得對公司的人工智能策略至關重要
- 6-in-10 ITDMs surveyed report using open-source ecosystems as an AI tool source, and more AI solutions are expected to be based on open source in the coming year (41% in 2025 vs. 37% in 2024).
- More than 80% of respondents report that at least a quarter of their company's AI solutions or platforms are based on open source.
- As company size increases, so does the likelihood that the majority (over 50%) of AI solutions are based on open source.
- Surveyed companies utilizing open-source ecosystems are more likely to be achieving positive ROI than those that are not (51% vs. 41%).
- In addition, respondents harnessing open-source ecosystems plan to launch more AI pilots in the coming year than those that are not: 38% say they plan to launch 21+ AI pilots in 2025, compared to 26% at companies not using open source for AI tooling.
- 接受調查的IT決策者中有六成報告使用開源生態系統作爲人工智能工具來源,並預計未來一年基於開源的人工智能解決方案將增加(2025年爲41%,2024年爲37%)。
- 超過80%的受訪者報告說,他們公司至少有四分之一的人工智能解決方案或平台是基於開源的。
- 隨着公司規模的增加,人工智能解決方案中大多數(超過50%)基於開源的可能性也隨之增加。
- 使用開源生態系統的調查公司實現正回報率的可能性更高,與未使用該生態系統的公司相比,比例爲51%對41%。
- 此外,利用開源生態系統的受訪者計劃在未來一年推出更多的人工智能試點項目,38%的人表示他們計劃在2025年推出21個以上的人工智能試點,而在未使用開源工具的公司中僅爲26%。
Organizations report successfully advancing their AI projects, but often through less traditional ROI metrics
組織報告稱成功推進他們的人工智能項目,但通常通過不太傳統的回報率指標來衡量。
- 85% of surveyed ITDMs report making progress in executing their AI strategy, while only 9% report no progress.
- 58% of respondents say their company typically moves from AI pilot to full production in less than a year.
- 31% of surveyed companies say their AI investments are driven more by innovation, compared to 28% that are more ROI driven; 41% indicate that their organization is equally innovation and ROI-driven.
- Faster software development (25%), more rapid innovation (23%), and productivity time savings (22%) ranked as the three most important metrics surveyed ITDMs use to calculate ROI from AI investments. Hard dollar/quantifiable savings was a distant fourth at 15%.
- Nearly half (47%) of surveyed companies say they are achieving positive ROI from their AI projects; 33% say they are breaking even and just 14% say they are recording negative ROI.
- Among companies not yet achieving positive ROI, less than half (44%) expect to begin seeing dollar savings within the next 1 to 2 years; 92% believe they will turn a positive ROI within 3 years.
- 85%的受訪IT決策者報告在執行他們的人工智能策略方面取得了進展,而只有9%報告沒有進展。
- 58%的受訪者表示,他們的公司通常在不到一年的時間內將人工智能試點項目轉變爲全面生產。
- 31%的受訪公司表示,他們的人工智能投資更多是受創新驅動,而28%的公司則更注重回報率;41%表示他們的組織在創新和回報率之間是均衡驅動的。
- 更快的軟件開發(25%)、更快速的創新(23%)和節省生產力時間(22%)被認爲是受訪IT決策者用來計算人工智能投資回報率的三項最重要指標。硬性美元/可量化的節省則以15%排在遠遠第二。
- 近半數(47%)受訪公司表示他們的人工智能項目實現了正回報率;33%表示他們持平,僅有14%表示他們記錄了負回報率。
- 在那些尚未實現正回報率的公司中,不到一半(44%)預計將在未來1到2年內開始看到美元節省;92%相信他們將在3年內實現正回報率。
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Study Methodology:
Morning Consult conducted a survey from October 30 to November 13, 2024 among a total sample of 2,413 IT Decision Makers (ITDMS) in the US, Canada, Mexico, Brazil, UK, France, Germany, Spain, India, Singapore, Indonesia, and South Korea. The interviews were conducted online, and the data is unweighted. Respondents are employed at companies with 101 employees or more, serving in director-level or higher roles within a technology role, with decision-making authority over at least one of the following: management of business consultants/consulting services, purchasing for IT products, or purchasing for business consulting services.
研究方法:
晨諮詢在2024年10月30日至11月13日期間進行了一項調查,樣本總量爲2413名IT決策者(ITDMS),覆蓋美國、加拿大、墨西哥、巴西、英國、法國、德國、西班牙、印度、新加坡、印尼和韓國。訪談通過在線方式進行,數據未經加權。受訪者均在員工人數達到101人或以上的公司工作,擔任技術領域內的董事級或更高級別的角色,並對以下至少一項擁有決策權:管理業務顧問/諮詢服務,購買IT產品,或購買業務諮詢服務。
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