Projects and processes

Learn how to plan an A/B test, assign variants fairly, choose meaningful measures and interpret uncertainty before declaring a new version the winner.

Learn how to support a change in everyday work through clear roles, useful participation, practice and follow-up, with a realistic small-business example.

Understand what a functional specification should explain, how it relates to requirements and how clear scenarios help teams build and accept the solution.

Learn to write a testable hypothesis, distinguish observations from explanations and choose evidence that can challenge an idea before you commit more work.

Learn how a small team can preserve useful know-how, find reliable guidance and keep it current through clear ownership, practical examples and everyday use.

Understand how to define an MVP around a real customer task, choose what to leave out and use evidence from early use without claiming the idea is proven.

Learn to prioritise tasks and projects by purpose, consequences, effort and uncertainty, with a practical way to make tradeoffs visible and review decisions.

Learn how to identify process problems, investigate causes and test focused changes while protecting quality and the people doing the work.

Understand process management, describe repeated work, and clarify handovers, ownership and improvement across everyday business activities.

Understand project management, clarify outcomes and responsibilities, and coordinate tasks, changes and handover in a manageable project.

Learn to plan a proof of concept with a focused feasibility question, representative conditions and clear criteria, then turn the result into a grounded decision.

Learn how to choose a prototype, test a focused question and interpret observations without confusing a convincing model with a finished or proven product.

Learn how to turn requests into clear requirements, resolve competing needs and define useful acceptance criteria before a project becomes expensive.

Create a useful requirements specification with clear scope, priorities, acceptance examples and open questions so suppliers can propose suitable solutions.

Create a roadmap that connects goals with the next areas of work, explains dependencies and distinguishes a likely direction from a firm delivery commitment.

Learn how to identify stakeholders, understand their needs and decision roles, and involve affected people without turning every project choice into a vote.

Understand strategy, distinguish it from goals and plans, and connect deliberate choices with the capabilities and constraints of your business.

Understand usability through real tasks, clear feedback and useful observation. Learn how to find obstacles without confusing attractive design with easy use.

Explore user experience beyond visual design. Learn how expectations, interactions and follow-up shape the experience, and how to find practical improvements.

Understand validation, choose evidence that matches your question and distinguish a useful finding from proof that a product or business idea will always work.