Published: 17 January 2024
データ／アナリティクスにおいてAI技術が活用される機会が増え、従来のように分断された組織モデルはいずれ崩壊する運命にある。CDAOは成功するために、本リサーチノートで提示する3層モデルを用い、より体系化された適切なアプローチを採ることによって、データ／アナリティクスの取り組みが行われるべき場所を決定する必要がある。
データ／アナリティクス (D&A) の活動は、今や組織の全域で行われているが、その活動をどこで行うべきかについて思案する最高データ／アナリティクス責任者 (CDAO) はあまりに少ない。
あらゆる組織は絶えず変化しており、どのような状況でも機能するオペレーション・モデルは存在しない。そのため、D&Aに関する組織の有効性は、しばしば損なわれる。
D&Aの活動を組織化し、最適化するために、CDAOは以下を行う。
D&Aの活動に適した組織のオペレーション・モデルを見極めるために、4つの重要な質問である「誰が」「何を」「なぜ」「どこで」行うかに対する答えを明らかにする。
全社的、地域的、局所的の3層から成る概念モデルを用いてD&Aの活動を組織化し、物理的／仮想的な組織に展開する。
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