Gartner Insights Abstract

CDAOによるAIの組織編成と必須の役割

Published: 19 June 2024

Summary

最高データ/アナリティクス責任者は、AIの責任者またはAIリーダーの補佐役として、AIテクノロジの導入と拡大に必要な組織と役割が定義されるよう支援すべきである。その成功には、意欲的な目標と成熟度が不可欠となる。

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要約

主要な所見
  • Gartnerの2024年CIO/テクノロジ・エグゼクティブ・サーベイでは、回答者の34%がAIを本番稼働中であると報告している。

  • Gartnerの2024年CDAOアジェンダ調査において、「スキルと要員の不足」は、データ/アナリティクスの成功を妨げている要因として1位から3位に順位を下げたとはいえ、依然として主要な課題の1つである。2023年の企業におけるAIの利用に関する調査を見ると、AIに対する成熟度の高い組織であっても、人材不足は今なお最上位の課題となっている。

  • 同調査において、AIに対する成熟度の高い組織の87%は専任のAIチームがあると回答しているが、成熟度が低い組織では75%である。専任のAIチームを有する企業のうち、そのチームがCIO直属であるとした回答者は37%、CTO直属が24%、CDOまたはCAO直属が19%である。

推奨事項
  • 領域横断型のフュージョン・チームにおける主なビジネス・ステークホルダーと、ライフサイクルの全般を通じて積極的に協業することで、AI施策を立ち上げ、実行する。

  • AIを活用するために、ビジネス価値主導のビジョンに合わせて、最も目的に合った組織構造を選択した上で、そのビジョンの実現に求められるAIの成熟度や採用フェーズを決定する。

  • AI関連の職務記述書と照らし合わせてスキル・ギャップを特定し、AIリテラシーのレベルを引き上げ、新規採用または既存社員のスキルアップやリスキリングを実施することによって、自社に不可欠なAIの役割を創出する。

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Analysts:

Tatsuya Ichishi

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