Case Lab
Study AI-native companies and ordinary businesses using AI to save time, improve quality, or create new offers.
Output: 5 AI business decisions Open casesAI Lab
Learn the AI skill your project needs next.
AI Lab is the practical side of LemUp. Students study AI business cases, learn which tools fit which job, help a family member with a real workflow, and turn one small idea into a launch attempt.
The AI Lab path
From tool practice to a real product experiment
Students should not start by collecting tools. They start with a problem, choose the right AI workflow, make a simple version, test it, and improve from feedback.
Tool Lab
Choose the right AI tool for writing, design, coding, research, planning, automation, or customer support.
Output: Tool stack for one project Open toolsFamily AI Lab
Interview a family member, find one repeated task, build a safe AI helper, and measure whether it helped.
Output: Tested family workflow Open workbookLaunch Lab
Build a small product or service, publish a simple offer, contact real users, and record feedback or first revenue attempts.
Output: Launch journal Start challengeProject menu
Pick one student-sized build
AI Lab projects stay small on purpose. A student should be able to explain the customer, build a first version, and test it safely.
Family workflow helper
A planning, writing, organizing, or summarizing workflow that helps someone at home.
Local business content kit
Social posts, review replies, FAQ drafts, menu copy, or simple campaign ideas for a small business.
Student productivity product
A study guide, checklist, calculator, template, or planner that solves a repeated student problem.
Micro SaaS prototype
A tiny web tool or automation that does one useful job for one clear user group.
AI literacy essentials
Good builders know what AI can and cannot do.
Give context
Explain the user, goal, constraints, examples, and output format instead of asking one vague question.
Check the evidence
Verify facts, calculations, citations, links, names, dates, and claims before using an answer.
Protect private data
Do not upload personal, school, family, customer, payment, health, or confidential information.
Keep human judgment
AI drafts and suggests. The student decides, edits, tests, discloses AI use, and takes responsibility.
Safety rules
Build with adult-safe boundaries
Students under 18 involve a parent or guardian before payments or public outreach.
AI outputs are drafts. A human reviews before sending, selling, or publishing.
Beginner projects avoid medical, legal, financial, and mental health advice.
Students disclose AI use honestly and protect private family or customer information.