November 2025
Intermediate to advanced
228 pages
2h 57m
Japanese
Content preview from 先駆者に学ぶAIプロダクトマネジメント ―アイディエーションから設計、構築、市場投入、運用まで
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.
6章ゴールの設定と成功の測定
AIプロダクトの成功を紐解くことは驚くほど困難です。AIプロダクトのインパクトを完全に捉えられる単一のメトリクスというものは存在しません。AIプロダクトの成功を理解するには、多様なメトリクスのバランスの良い組み合わせからプロダクトの健全性を包括的に見る必要があります。プロダクトや機能がローンチの準備ができているかどうかを判断する際に、こういったメトリクスを戦略的に検討することは極めて重要です。適切なメトリクスは、プロダクトの性質やユーザー、解決したい課題によって異なります。
AI機能の性能を完全に理解しようと単一のメトリクスだけに頼っても、ほとんどの場合十分ではありません。真の理解は、複数のメトリクスを並べて調べることから得られるのです。私はこれを「AIプロダクトメトリクスの組み合わせ」と呼ぶのが適切だと考えます。（図6-1参照）。それぞれのメトリクスはプロダクトが備える特性のうち、ある側面をつまびらかにします。これらのメトリクスを組み合わせ、その結果を検証することで、AI機能の性能と全体的なインパクトを総合的に理解できます。
成功するAIプロダクトには、プロダクトの健全性メトリクス、システムの健全性メトリクス、AIプロキシメトリクスという3つの核となる要素があります。本章ではAIプロダクトの成功を評価する強固な基盤を構築するため、それぞれの核について詳しく説明し、最適なOKRを作成できるフレームワークを提示します。
図6-1 プロダクトメトリクスの組み合わせ（出典：Dr. ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.