Stop doing the work.
Start directing it.
What changed between the seat you're in — and the job I do now.
Digital Product Manager · ALVA
Founder · Aidia · President University, Class of 2009
I sat where you sit. In 2009.
No session like this existed for my batch. The iPhone was two years old. The AI I'm about to show you wasn't even an idea yet.
So I'm doing what I wish someone had done for us — and I'm back in these halls now, as a Master's student.
The scarce skill is no longer doing the work.
It's directing AI to do it.
- Digital Product Managerat ALVA
- Founderat Aidia — AI Department & AI Agent as a Service
- Ketua Pembinaat Yayasan JASUTIM
- MM Tech studentat President University — yes, still a student. Like you.
One thread runs through all four: AI as leverage.
A small push moves a big load.
Your time and judgment are the force. AI is the lever. Same effort in — a team's worth of output out.
One skill. Three scales.
Content → Product → Company. The same move, getting bigger.
One person + AI = the output of a whole team.
I run a content studio. Alone.
Script → captions → audio cleanup → motion graphics. An editor, a copywriter, a motion designer — all AI, one person directing.
And the web that ships it.
Case studies, landing pages, interactive stories — built with AI, no agency.
You don't need a studio.
At work, I don't type.
I direct a squad.
A lead, a developer, a designer wired into Figma, a QA tester — all agents. I assign the task; they deliver. We shipped real Legal Tech features this way.
An assistant talks.
An agent acts.
Connected to Jira, Metabase, Odoo — it reads real data and does real work.
One assistant → give it tools → give it memory → a squad.
You stop being the operator. You become the orchestrator.
Your job won't be just coding.
You'll direct the agents that code. The scarce skill: break down the problem, give sharp context, judge the output.
AI compresses what used to need a whole department.
So I built a company on it.
Aidia — AI Department & AI Agent as a Service. Strategy, design, build, ship — delivered by directed AI, not a 20-person team.
I also use AI as a thinking partner for real business decisions — structuring them, stress-testing the trade-offs before I commit.
One founder + judgment + AI
= a department's output.
Content. Product. Company.
Different scales. Same skill. Orchestration.
Operator → Orchestrator
The market is re-pricing around who can direct AI — not who can out-type it.
Your curriculum trains the operator.
The market now pays the orchestrator.
Nobody will bridge that gap for you. You bridge it.
Pick one task. Give an AI a real tool. Judge the result.
- 01Pick a task — one boring thing you repeat every week.
- 02Give it a tool — a sheet, a board, a database. Let it read before it writes.
- 03Level up — add memory, add a second specialist. The leverage compounds.
