Lean Data Methodology
A Data-Driven Digital Transformation Framework
About the Book
A systematic framework for data-driven digital transformation guided by lean thinking principles, authored by digital transformation expert Shi Kai and published by China Machine Press in 2023. The book comprehensively presents the strategy, methods, paths, and practices of using data as a production factor, guiding enterprises to build new capabilities and evolve into digitally native enterprises.
Core Methodology Framework
Four Key Components Based on Lean Thinking
Lean Data Manifesto
Establishes transformation values of "value-oriented, scenario-driven, agile iteration" and proposes ten principles of data production as action guidelines.
Digital Transformation Path
Implements transformation through a three-step approach: "business goal alignment - scenario-based co-creation - agile iteration", accompanied by a petal model to map the transformation path.
Digital Enterprise Model
Defines six core capabilities: data strategy, products, governance, collaborative innovation, middle platform, and organizational culture.
Maturity Assessment System
Establishes an assessment model covering strategic, governance, and technical dimensions to help enterprises identify their transformation stage.
Implementation Path & Tools
Pioneering "Lean Data Co-Creation Workshop" Tool Suite
Workshop Process
Adopts card-based tabletop game format to design business scenario role-playing, including standardized props such as requirement definition cards and data asset cards.
- Includes seven implementation steps: business pain point identification, value scenario definition, data blueprint mapping, etc.
Case Studies & Industry Practices
In-depth Analysis of Multi-Domain Transformation Cases
Netflix Data-Driven Digital Transformation
Wells Fargo Data Governance Architecture Evolution
Common Misconceptions in Domestic Large Group Digital Transformation
Book Structure
10 Chapters Forming a Complete Knowledge System
Target Audience & Applications
Serving Three Main Target Groups
Enterprise Decision Makers
Obtain strategic planning frameworks and transformation roadmap design methods
Technical Personnel
Master data middle platform construction and governance system implementation practices
Consulting Service Providers
Learn card tool applications and workshop organization techniques
Accolades & Recognition
Included in China Software Industry Association Digital Management Certification Training Materials