If you work in a business or public‑sector role (business analyst, product manager, HR, operations, admin, QA, project management, leadership, government staff, or NGO/nonprofit professional) and you don’t write code but you know AI is about to change your work—this community is for you. This lab is about one thing: helping non‑technical professionals design, build, and run AI‑powered workflows that create real value (time saved, errors reduced, better services, better decisions), not just “play with prompts.” What we’ll do here Over the next weeks and months, we’ll focus on: - Turning your current workflows into AI‑assisted workflows (no code required). - Learning how to think like an AI Architect, build like an AI Engineer, and operate like an AI Operations Manager—at a business and operations level, not a purely technical one. - Using simple tools plus clear KPIs and impact metrics so you can prove the value of what you build—to executives, funders, boards, or the public. You’ll see: - Short, focused lessons on prompt engineering, context engineering, and workflow automation in plain language. - Templates and playbooks you can plug into your job: reporting copilots, hiring/admin assistants, support/helpdesk flows, case‑management helpers, documentation and grant‑writing assistants, and more. - Real examples and case studies from roles in companies, government agencies, and NGOs. How to get started (Day 1) In the comments below, introduce yourself with: 1. Your role and sector (e.g., “Program Manager at an NGO,” “Policy Analyst in local government,” “HR Manager in healthcare,” “QA Analyst in fintech”). 2. One repetitive workflow you’d love AI to help you with. 3. Your goal for the next 30 days in this lab (for example, “save 3 hours a week on reporting” or “prototype an AI helper for citizen or beneficiary requests”). 4. A fun fact: Your favorite travel destination I’ll use your replies to shape the first set of trainings and templates so they match your actual work context—including public sector and nonprofit environments.