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Digital Deification

Deep insights into digital transformation and data-driven change; the "external brain for digital transformation" for enterprise decision-makers; sharing practical transformation experience; providing actionable strategic insights beyond conventional trend analysis; focusing on pain-point analysis and solutions in transformation; offering digital transformation maturity assessment and improvement.

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Latest from Digital Deification

74 recent articles

Digital Deification

Oct 11, 2026 · Fundamentals

Ontology Selection for Manufacturing: 12 Standards Decision Matrix & Implementation Roadmap

This article provides a decision matrix for selecting among 12 manufacturing ontology standards (BFO, STEP, AAS, GS1, ISO 15926), recommends toolchains (Protégé, Owlready2, PoolParty, Stardog), outlines a three-phase implementation roadmap, highlights six common pitfalls, and references Chinese case studies from Haier, CATL, Midea, and CRRC.

AASBFOGS1

0 likes · 9 min read

Ontology Selection for Manufacturing: 12 Standards Decision Matrix & Implementation Roadmap

Digital Deification

Oct 10, 2026 · Operations

Procurement Beyond Price-Cutting: Early Involvement Turns Cost Center into Profit Center

This article argues that manufacturing procurement must evolve from transactional price negotiation to strategic early involvement in product design, detailing frameworks for supplier selection, execution, and performance evaluation, distinguishing direct vs. indirect material strategies, clarifying ERP vs. SRM roles, and predicting AI-driven automation of routine orders.

AI in ProcurementERP vs SRMEarly Supplier Involvement

0 likes · 10 min read

Procurement Beyond Price-Cutting: Early Involvement Turns Cost Center into Profit Center

Digital Deification

Oct 8, 2026 · R&D Management

Stop Building Big Ontologies: Start with a Minimum Viable Closed Loop

The article argues against building comprehensive enterprise ontologies upfront, recommending instead to start from a concrete business problem, build a minimum viable ontology that closes the loop across identity, state, judgment, and action layers, let governance emerge organically, and measure success by business decision adoption rather than model size.

Enterprise ArchitectureKnowledge GraphMVP

0 likes · 9 min read

Stop Building Big Ontologies: Start with a Minimum Viable Closed Loop

Digital Deification

Oct 7, 2026 · Industry Insights

14 Manufacturing Supply Chain Systems Explained: Who Owns What?

This article maps 14 manufacturing supply chain systems across three layers—commitment, planning, execution—plus a master data foundation, explaining each system's role, boundaries, integration principles, and common selection pitfalls to help leaders identify gaps in their promise-to-delivery chain.

APSERPMDM

0 likes · 26 min read

14 Manufacturing Supply Chain Systems Explained: Who Owns What?

Digital Deification

Sep 10, 2026 · Industry Insights

Why Implementation Consultants Are Becoming Obsolete — And How to Become an FDE Instead

This article analyzes why ERP implementation consultants face declining rates and commoditization under the project-based delivery model, and argues they should adopt the Forward Deployed Engineer (FDE) role — focusing on co-creating business value with clients rather than just deploying software — to escape the 'tool person' trap and command premium pricing.

ERP consultingFDEForward Deployed Engineer

0 likes · 12 min read

Why Implementation Consultants Are Becoming Obsolete — And How to Become an FDE Instead

Digital Deification

Sep 9, 2026 · R&D Management

Business Semantics Is the Baseline, Ontology the Ceiling: Why FDEs Must Master Both

This article argues that Field Delivery Engineers (FDEs) who lack business semantics understanding become mere button-pushers, while ontology thinking separates executors from solution architects, using concrete factory and multi-system integration examples to show how semantic misalignment causes rework and endless arguments.

Enterprise ArchitectureFDEbusiness semantics

0 likes · 11 min read

Business Semantics Is the Baseline, Ontology the Ceiling: Why FDEs Must Master Both

Digital Deification

Sep 9, 2026 · Operations

Process Built? The Real Work Begins: 7 Operational Disciplines for Manufacturing

The article argues that building processes is only the first step; the real challenge is ongoing operations through seven disciplines—asset management, performance measurement, health monitoring, continuous improvement, compliance checks, user satisfaction, and maturity assessment—to ensure processes are usable, adopted, and effective in manufacturing enterprises.

COBITMaturity AssessmentPerformance Measurement

0 likes · 11 min read

Process Built? The Real Work Begins: 7 Operational Disciplines for Manufacturing

Digital Deification

Sep 7, 2026 · Industry Insights

Born Unified vs. Stitched Together: The Two Faces of ERP Integration

The article distinguishes two ERP integration approaches: model integration, where a unified data model ensures real-time consistency across finance and operations, and application integration, which connects independent modules via APIs and requires ongoing governance; it provides four key questions to help enterprises choose based on their need for real-time consistency, process rigidity, IT governance capacity, and growth strategy.

API GovernanceERPEnterprise Architecture

0 likes · 8 min read

Born Unified vs. Stitched Together: The Two Faces of ERP Integration

Digital Deification

Sep 3, 2026 · Industry Insights

Business-Finance Integration: Why Auto-Generated Vouchers Are the Ultimate Litmus Test

This article explains that true business-finance integration requires financial vouchers to be automatically generated from business actions, not manually entered, using SAP as an example to illustrate GR/IR accounts, multi-layer chart of accounts, and why rules must precede AI; it concludes with three questions to verify real integration.

Automatic Voucher GenerationChart of AccountsERP

0 likes · 11 min read

Business-Finance Integration: Why Auto-Generated Vouchers Are the Ultimate Litmus Test

Digital Deification

Sep 1, 2026 · Industry Insights

GB/T 48000.3: Three Shifts for Enterprise Knowledge Modeling from Documents to Actionable Ontologies

The article interprets China's GB/T 48000.3 ontology modeling standard, highlighting its core principle of separating knowledge content from representation, and derives three enterprise digitalization shifts: moving from document chunks to business information units, from retrieval to constraint validation, and from answer generation to action-driven knowledge modeling.

GB/T 48000.3action-driven AIbusiness semantics

0 likes · 7 min read

GB/T 48000.3: Three Shifts for Enterprise Knowledge Modeling from Documents to Actionable Ontologies