Real things you could ship. Here are twelve.
Every cohort shapes its own projects, so treat these as sparks, not a syllabus. Each one is the kind of build that has come out of a learn-by-shipping room, sized for its track.
Young Builders · ages 9–15
The Practice Coach. A kid who loves singing builds an AI coach that listens to practice goals, suggests warm-ups, and celebrates streaks. Swap singing for dance, football drills, or chess: the pattern is the same, the interest is theirs.
The Study Companion. A homework helper that quizzes them on this week's topics in their own words, adjusts difficulty as they improve, and never just hands over the answer. Builders learn to command the tool, not lean on it.
The Story Machine. An interactive story generator where the reader makes the choices and the AI keeps the plot honest. Great first build: big imagination, small code.
Professionals
The Morning Report. A workflow that reads the inbox and the spreadsheet before you wake, and hands you a one-page brief with your coffee: what moved, what is stuck, what needs you today.
The Follow-up Engine. Nobody likes chasing. This build watches for replies that never came and drafts the polite nudge in your voice, on your schedule, ready for your approval.
The Research Digest. Point it at the sources your job makes you read anyway; get back a weekly digest with the three things worth your attention and links to go deeper.
Founders
The AI Operating System. The big one: map your business workflows end to end, then wire the repetitive spine of them (intake, follow-up, scheduling, reporting) into one system you control. You leave understanding your own operation better than any consultant could tell you. When a build outgrows the sprint, our parent firm Orvantis Intelligence engineers it to production.
The Customer Concierge. A WhatsApp or web assistant that answers the questions you answer forty times a week, qualifies the serious ones, and books them into your calendar.
The Investor-ready MVP. Not a deck: a working prototype with a price on it, built fast enough to test the idea before the runway cares.
Teams
The Intake Machine. Every request that reaches your department (forms, emails, calls) lands in one queue, tagged, routed, and acknowledged, with nothing retyped.
The Handover Bot. Your team's process knowledge, askable. New staff query it instead of interrupting the one person who knows, and the answer cites the source document.
The Reporting Pipeline. The weekly numbers that somebody assembles by hand every Friday, assembled by nobody, every Friday.
These are sparks
None of this is a menu. In every cohort we start from your interests, your job, your business, or your department, and the projects follow. If one of these twelve made you think "mine would be like that, but...", that "but" is exactly what you should bring to the Lab.