A moment to reconnect

Lee Chee Weng Portfolio

Learning

Learning perspectives.

Perspectives on Digital Transformation, Product Management, Artificial Intelligence, and Management.

10 articles

One large product sketch card with a lightbulb symbol passing through a single feedback arrow to a person silhouette and a checkmark.
Test ideas sooner
  • Product Management
  • Artificial Intelligence

Use AI to test ideas sooner

Shorten the path from a customer problem to a useful learning experiment.

Published

One simple staircase of three broad steps with a small human silhouette climbing toward a luminous abstract four-point AI spark.
Grow with AI
  • Artificial Intelligence
  • Management

Staying competitive as AI changes work

Build AI fluency, a learning habit, and the judgment to turn output into good decisions.

Published

Four broad offset stacked rounded slabs forming a clear ascending staircase, a single small spark at the top.
Four layers of AI
  • Artificial Intelligence
  • Digital Transformation

Four layers of practical AI adoption

Choose among everyday tools, repeatable workflows, purpose-built applications, and bounded agents.

Published

Three broad stepping stones becoming progressively larger, with a single small sprout on the last stone.
Start small
  • Digital Transformation
  • Management

Digital transformation starts with small habits

A reflection inspired by Atomic Habits: involve people early, improve one workflow, and build adoption through repeated practice.

Published

One large clean two-by-two strategy matrix with a circle, triangle, square and diamond placed in its four cells.
Better decisions
  • Product Management
  • Management

Old-school frameworks that still earn their place

Five familiar business frameworks help reveal dependencies, compare growth choices, and ask better product questions.

Published

One large circular loop made of four thick rounded arrow segments with a small product cube at its center.
Keep learning
  • Product Management

Product management is a learning loop

Connect discovery, strategy, delivery, launch, and iteration so the product keeps improving after release.

Published

One large target bullseye connected by a single purposeful path to three simple feature blocks.
Give features purpose
  • Product Management
  • Management

From vision to function: give every feature a reason

Connect long-term direction to strategic choices, measurable objectives, and the functions a team delivers.

Published

One clear route with three large milestone dots and a single circular iteration arrow around the middle milestone.
Plan. Deliver. Learn.
  • Product Management
  • Management

Plan the direction and deliver in short cycles

A practical hybrid approach to predictable commitments and adaptive product delivery.

Published

One person silhouette at the center linking three large cards showing a heart, a priority flag, and a simple checkmark.
Product ownership
  • Product Management
  • Management

Who is the Product Owner?

Why product ownership connects people, priorities, and outcomes—and how it differs from managing a project.

Published

Three overlapping translucent circles around one solid central dot.
Three product questions
  • Product Management

Three questions behind a useful product

Balance customer need, practical delivery, and a sustainable business model.

Published