FOMO(取り残される恐怖)はAI導入の適切な理由ではない
AI Businessは、企業がAIを導入する際には「FOMO(取り残される恐怖)」ではなく、AIが解決できる具体的な問題を定義すべきだと指摘している。
キーポイント
問題解決志向のAI導入
企業はAIを導入する目的として、具体的なビジネス課題の解決を明確に定義すべきであり、単にAI技術を導入すること自体を目的とすべきではない。
FOMOに基づく導入の危険性
「取り残される恐怖」に駆られてAIを導入することは、明確な目的や戦略がないため、効果的な成果を生み出せないリスクがある。
実用的なAI活用の提言
AIの導入は、技術的な可能性よりも、実際のビジネスニーズや解決すべき問題に焦点を当てた実用的なアプローチが求められる。
影響分析・編集コメントを表示
影響分析
この記事は、AI導入における実践的な指針を提供し、企業が戦略的にAIを活用するための重要な視点を提示している。特に、技術トレンドに流されずにビジネス課題に基づいた導入を促す点で、業界の健全な発展に寄与する可能性がある。
編集コメント
AI導入の「あるある」失敗パターンを的確に指摘した実用的な記事。特に中堅・中小企業の経営層に読んでほしい内容。
企業は、AIそれ自体を目的として用いるのではなく、AIが解決に貢献できる課題を明確に定義すべきである。
原文を表示
With nearly every enterprise feeling the pressure to use AI immediately, some are not applying AI to the right use cases. For many enterprises, the rush to use AI has to do with the fear of missing out and not wanting to be behind on innovation.This rush means that many enterprises have yet to realize the full potential of AI. Some studies show that most AI proofs of concept within organizations fail. For example, an MIT study showed that 95% of generative AI pilots at organizations aren't working. One reason might be that enterprises are treating AI as the primary plan or strategy. Instead, enterprises should view generative AI as a means to an end, said Faisal Masud, president of digital and lifecycle services, for multinational IT vendor HP, on the latest Targeting AI podcast from AI Business.While primarily a hardware vendor, HP also offers Workforce Experience Platform, a SaaS program that helps IT teams manage employee digital experiences across hardware devices such as PCs, Macs, printers and virtual machines. Related:The Real AI Shift Isn’t New Models. It’s Control.On Tuesday, the vendor introduced several new AI-powered tools, including AI Remediation, which helps reduce manual intervention and automates repeatable tasks such as memory cleanup.With platforms like these, HP aims to help enterprises use AI to solve specific problems, and that is what Masud said enterprises should aim to use AI technology for: as a problem solver."Enterprises need to think about the problem first and the solution they're trying to get to, versus thinking of AI first and then sort of manufacturing the problem along the way," Masud said.He added that enterprises should consider what they are already doing in their workflows and whether they can be augmented with AI technology."If AI plays a big role in that, then that's the right approach," Masud continued. "But to come up and manufacture a problem so that AI can solve it, that's where the FOMO is kicking in, and it's been happening for a while."This fear of missing out could also lead enterprises to see AI as a replacement for humans, which can create problems down the line."Yes, organizations will have a chance to say we can streamline with AI, we don't need the employees," Masud said. "I'm sure there are cases that that's true, but I'm pretty confident there are cases where that's not true, and it's just a good talk track."He added that most of the time, humans must be in the loop to keep the AI system accountable and help the organization.About the AuthorsNews Writer, AI BusinessEsther Shittu brings four years of expertise covering artificial intelligence technologies and industry trends. As co-host of the "Targeting AI" podcast, she talks to thought leaders and practitioners exploring critical AI developments. Previous to AI Business, she wrote for several publications including the New York Daily News, Bklyner and the Brooklyn Daily Eagle. When she's not diving deep into the world of AI, she spends her time on passion projects and raising her three daughters.Senior News Director, AI BusinessShaun Sutner, a journalist with more than 25 years of daily newspaper experience and 11 years at Informa TechTarget as an editor and writer, directs news coverage for AI Business. He was previously a senior news and features writer covering health IT and HR software at TechTarget and a senior news director overseeing coverage of AI, business analytics, data management and government tech regulation.Sutner's newspaper career included investigative reporting and covering the Massachusetts State House and politics for the Worcester Telegram & Gazette. He has written about snow sports as a T&G columnist and correspondent for 20 years. Sutner's interests also include tennis, standup paddleboarding, cooking and popular music.
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