Technology
Digital Transformation Starts from a Management Problem
Digital transformation should begin with how an organization creates value, coordinates work and makes decisions, not with a new software package.
Tiếng Việt
Knowledge topic
Technology & Applied AI
Articles on digital transformation, data and AI, starting with management problems, workflow design and output-quality controls.
Knowledge streams
Articles by topic.
English articles
Technology
Using AI at Work: Choose the Right Task Before the Tool
AI creates value when the selected task has clear inputs, quality standards, review responsibility and a real workflow need.
Technology
Data Does Not Create Good Decisions by Itself
Data is valuable when it helps test assumptions, narrow uncertainty and support a question that matters to management.
Technology
Where Should Small Businesses Start with AI?
Small businesses should begin with visible, repeated and low-risk tasks where AI can save time or improve consistency without creating hidden risk.
Technology
AI Risk Governance in Organizations
AI governance should define use cases, data boundaries, review responsibilities and escalation rules instead of simply banning or blindly adopting tools.
Technology
Security Starts With Access Rights
Security is not only about passwords. A business needs to know who can enter which system, for what purpose, for how long, and who…
Technology
Use AI Without Breaking the Flow of Work
AI creates value only when it helps work move forward. Design the context, handoffs, and approval points before thinking about automation.
Technology
Name Files So You Can Find Them
A good file name does not need to be creative. It needs to tell another person what the document is about, when it belongs,…
Technology
When AI Gives a Wrong Answer: Where to Start
When AI produces an unusable answer, do not rush to change tools. Four questions help a team locate the problem and prevent the same…
Technology
A Dashboard Is Useful Only When It Changes Monday’s Decision
A dashboard is not a screen for reporting more numbers. It should help someone identify what to ask, what to adjust, and when to…
Technology
Where Should Companies Start Using AI at Work?
A practical AI starting point is recurring work that requires people to find, compare, and explain evidence before making a decision.
Technology
AI in a Workflow Does Not Have to Start with Automation: Design Exception Handling First
A practical way to introduce AI into a workflow by clarifying standard cases, exceptions, and human handoffs before expanding automation.
Technology
Internal Knowledge Must Help Teams Complete Their Work
How to organise authoritative sources, task guidance, and operating feedback so internal knowledge becomes reliable working infrastructure.
Technology
Designing Human-in-the-Loop Workflows for AI
How to define outputs, stop points, review roles, and metrics so AI helps teams work faster without obscuring accountability.
Technology
Design Data So Managers Can Decide
A dashboard is useful only when it helps managers recognize a problem, ask the right question and decide what to do next.
Technology
Effective AI Pilots Begin by Choosing the Right Work
An AI pilot creates value when an organization selects the right task, defines quality standards and designs review controls before scaling.
No articles in this group yet.
Professional exchange