From Individual Skills to Collective Strength
By the end of this chapter you will understand why individuals — even very good ones, even with AI — reach a limit, and what becomes possible when people combine their skills. You will know the main ways people work together, from simple collaboration to cooperatives, and you will map the skills of a possible team.
Organising Communities and Teams
By the end of this chapter you will know how to organise a group so that it works reliably: a shared goal, clear roles, good meetings, written decisions, quality control and transparent money. You will know how AI supports each of these — and what governance means for a group that wants to last.
Building a Shared Knowledge System
By the end of this chapter you will know how a group collects, organises and improves what it knows, so that quality stays high, new members learn quickly, and the group doesn’t depend on one person’s memory. You will build the first pieces of your group’s knowledge system: standards, checklists and a shared prompt library.
Understanding AI Agents
By the end of this chapter you will understand what an AI agent is, how it differs from a chatbot and from a simple automation, and when an agent makes sense. You will know the main risks of letting AI act on its own — and the controls that keep a human in charge.
Designing Your First AI Agent
By the end of this chapter you will have designed a complete AI agent on paper, written its instructions, and tested it with real examples before it touches real work. You will know the main ways to build a simple agent today, and how to introduce it safely.
Building Human-AI Teams
By the end of this chapter you will be able to decide, task by task, what AI does, what humans do, and how the two work together. You will know how to assign owners and approvals, how to handle errors without blame, and which human skills become more important when AI joins the team.
Discover Your Skills
By the end of this chapter you will have a clear picture of what you can offer other people — including skills you didn’t know you had. You will understand which skills are worth more since AI arrived, and which are worth less. And you will have a shortlist of two or three service ideas to test.
Building an AI-Powered Organisation
By the end of this chapter you will be able to see an organisation as one complete system: its purpose, people, workflows, AI tools, knowledge and controls. You will write a one-page AI policy for your group, know how to keep costs and value in view, and have a step-by-step path to grow from first experiments to a well-run organisation.
Understand Work and Your Rights
By the end of this chapter you will know what to check before you accept a job, the basic rights every employee in Kenya has, and how to read your payslip line by line. You will know what to do when there is no contract at all — and how AI helps you understand a contract without deciding for you.
Understand Taxes
By the end of this chapter you will know what your KRA PIN obliges you to do, which tax return you file and by when, and how to read your P9. If you run a business, you will know which questions to ask about Turnover Tax and eTIMS. And you will use AI to understand your tax position without ever typing your PIN.