Industry Insights 23 min read

Core Architecture, Key Values, and Implementation Path of Digital Transformation

The article explains digital transformation as a systemic, data‑driven shift that leverages cloud, big data, IoT, AI and blockchain to optimise value systems, build new capabilities, and redesign enterprise architecture through five coordinated tasks and three categories of measurable benefits.

Smart Sea Tide
Smart Sea Tide
Smart Sea Tide
Core Architecture, Key Values, and Implementation Path of Digital Transformation

What is Digital Transformation?

Digital transformation follows the new wave of technological and industrial change, deepening the use of cloud computing, big data, IoT, artificial intelligence, blockchain and other next‑generation information technologies to unlock data‑driven innovation, improve organisational survival and development, accelerate business optimisation and innovation, upgrade traditional capabilities and create new value.

Four Core Principles

It is a systemic change driven by information technology.

The fundamental task is to optimise, innovate and reconstruct the value system.

The core path is the construction of new capabilities.

Data is the key driving element.

These points are quoted from the T/AIITRE 10001‑2020 “Digital Transformation Reference Architecture” standard.

Reference Architecture

The architecture links five perspectives—development strategy, new capabilities, systemic solutions, governance, and business‑innovation transformation—with the overall goal of value‑system optimisation, innovation and reconstruction. The overall framework (Figure 5 in the source) presents the “what, how, roadmap” view.

Value‑Benefit Classification

Value benefits are divided into three categories:

Production/operation optimisation : efficiency improvement, cost reduction (R&D, production, management, transaction) and quality enhancement.

Product/service innovation : new technologies/products, service extensions, core‑business growth.

Business‑model transformation : user/ecosystem connection and empowerment, new digital businesses, sustainable development.

Each category lists concrete sub‑items as defined in T/AIITRE 10002‑2020 “Digital Transformation Value‑Benefit Reference Model”.

Five Key Tasks

Development strategy : integrate data‑driven concepts into the corporate strategy, define competitive‑cooperative advantage, business scenarios and value models.

New capabilities : identify, build and continuously improve capabilities that support value creation (e.g., product digitalisation, digital R&D design, capability for value‑creation carriers).

Systemic solutions : design integrated solutions covering data, technology, processes and organisation to enable new capabilities.

Governance system : establish digital governance, organisational mechanisms, management methods and culture, including security, talent development, funding coordination and standards.

Business‑innovation transformation : leverage new capabilities to digitise business, integrate processes, innovate models and cultivate digital services such as data services, knowledge‑graph services, digital‑twin modelling and platform‑based capabilities.

The article repeatedly cites the two standards (T/AIITRE 10001‑2020 and T/AIITRE 10002‑2020) as the source of the framework and the detailed sub‑items.

Images illustrating the architecture, value‑benefit taxonomy and task flow are included in the original article.

Original Source

Signed-in readers can open the original source through BestHub's protected redirect.

Sign in to view source
Republication Notice

This article has been distilled and summarized from source material, then republished for learning and reference. If you believe it infringes your rights, please contactadmin@besthub.devand we will review it promptly.

data-drivendigital transformationstrategic planningenterprise architectureindustry standardsvalue optimization
Smart Sea Tide
Written by

Smart Sea Tide

Sharing cutting‑edge big data and AI technologies, with occasional lifestyle insights.

0 followers
Reader feedback

How this landed with the community

Sign in to like

Rate this article

Was this worth your time?

Sign in to rate
Discussion

0 Comments

Thoughtful readers leave field notes, pushback, and hard-won operational detail here.