マネーフォワードにおけるデータ戦略 Data Strategy at Money Forward 9/20/2024 Kazuhito Nomura

Experience: Data Science Research: 6 years Data Science Consultant: 11 years Data Strategy Director: 6 years Private: Parenting 2 kids Kazuhito Nomura Chief Data and Analytics Officer Head of Data Strategy Office Head of AI Forward Office

https://contents.xj-storage.jp/xcontents/AS71106/9486374e/396f/49fa/ab78/3a747b28c836/140120240111513591.pdf マネーフォワードは2028年度に売上1000億へ成長 Money Forward is growing towards 100B in revenue by FY28

データはビジネス成長の原動力 Data is a key to drive business growth

Total Record about 135 billion Total Table 5,000 Over Total Dataset 88 Dataset Exclude SaaS Data Link Transfer Record about 200M / day Include Data MFBC、MFH、MFX Klavis、R&AC Active User about 190 / day Query User only マネーフォワードは膨大な貴重なデータを保持・管理 Money Forward holds and manages vast amounts of valuable data

1. Data Strategy Planning 5.R&D 2.Data Platform 3.Business Improvement 4.New Business Creation Data Strategy Business KPI Contribution Target ①Cross Business Planning ②Strategy Exection ③People Development ④Platform Integration ⑤Metadata ⑥Data Governance ⑦KPI Manegement ⑧Buisness Optimization ⑨Product Enhancement ⑩Data Business ⑪Strategic Alliance ⑫Research Therme Sourcing ⑬Seeds Tech Research マネーフォワードのデータ戦略 Data Strategy at Money Forward

Business R&D Product AI Chatbot for Enterprises Financial Assistant Marketing Mix Model- based MROI Optimizaiton Data-based Credit Scoring データとAIによる価値提案 Value Proposition based on Data & AI

AI時代のデータ／AIアーキテクチャ Data / AI Architecture in Age of AI

1. Integrated one knowledge data lake 1. Hub-based AI/LLM Orchestration 1. Sustainable AI/ML/LLM Ops 1. Learnable Transaction Data Accumulation データ／AIアーキテクチャの4つの成功要因 4 key success factors of Data/AI Architecture

Excerpt-Publicis Sapient-HFS-Horizons-Generative Enterprise™ Services, 2023 in Oct 2023 AUTHORS:Phil Fersht, CEO and Chief Analyst, David Cushman,Executive Research Leader, Niti Jhunjhunwala, Senior Analyst https://www.publicissapient.com/content/dam/ps-rebrand/news/2023/2023-market-leader-in-gen-ai-enterprise-services-by-hfs/E xcerpt-PublicisSapient-HFS-Horizons-Generative-Enterprise-Services-2023.pdf 急速に成長、変化する生成AIのエコシステム The Generative AI Ecosystem is growing & changing rapidly

マネーフォワードのデータ／AIチームのミッション Mission of the Data / AI Teams at Money Forward Become the No. 1 Data & AI organization driving business growth in the SaaS and Fintech industries. SaaSおよびフィンテック業界におけるビジネス成長を牽 引する、No.1データ＆AI組織になる

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