Built Around Your Problems
Each division’s real pain points are mapped before the event. The material and cases are built around Astra Otoparts — not generic templates.
OpeningCorporate AI Training · PT Astra Otoparts Tbk
From Learning to Building — in One Day.

Edo Wijaya Alfiyanus
Product Lead & Head of Operations, Qoala · Director, PT Harmoni Inovasi Indonesia
OpeningLIVE AUDIENCE CHECK-IN
8 questions · name + division · results update live
0
joined · 0 complete
QUESTION 1 · AWARENESS
0
answers
Baru pernah dengar
0%
Tahu ChatGPT / Gemini / Claude
0%
Pernah mencoba
0%
Sudah paham cara memakainya
0%
Ask for a show of hands first—then reveal the room's real pattern.
OpeningOutput-Based Training
Theory and certificates mean little if we return to the same old ways of working on Monday.
Each division’s real pain points are mapped before the event. The material and cases are built around Astra Otoparts — not generic templates.
In working groups, participants create solution decks, analyze data, and build working digital platforms — without coding.
Each division leaves with actionable solution documents and prototypes. Management receives an initiative map created by its own teams.
Success is measured by what participants BUILD — not by how many slides we present.
Understanding AI & Its OpportunitiesTechnology reshapes industries — and rewards those who move first.

Muscle → Machines
Vanderbilt
Railroads

Craft → Mass Production
Edison & Ford
Industry at scale

Paper → Software
Gates & Jobs
Personal computing

Local → Connected
Bezos & Zuckerberg
Digital platforms

Tasks → Intelligence
Huang & Altman
Agentic systems
Steam automated muscle. AI automates thought.
The next defining name could be yours.
Understanding AI & Its OpportunitiesDigital 2026 Mid-Year Global Update — snapshot as of April 2026
Total population
Urbanisation 80.5%
Unique mobile subscribers
70.4% of population
Individuals using the internet
73.8% of population
Social media identities
69.9% of population
Source: We Are Social × Meltwater, Digital 2026 Mid-Year Global Update (research by Manochi) — wearesocial.com/id/blog/2026/04/digital-2026-mid-year-global-update-report
Understanding AI & Its OpportunitiesDigital 2026 — Indonesia overview, April 2026
286M
people across the archipelago
Total population
Urbanisation 60.0%
Mobile connections
116% of population
Internet users
80.5% of population
Social identities
62.9% of population
Source: We Are Social × Meltwater, Digital 2026 — Indonesia (April 2026). Note: source revisions mean figures are not directly comparable with previous reports.
Understanding AI & Its OpportunitiesData terkini · 2026
Bukan tren. Ini perlombaan ekonomi terbesar dekade ini — dan Indonesia ada di dalamnya.
US$ 15,7 T
kontribusi AI ke ekonomi dunia pada 2030 — setara ±14% PDB global
US$ 366 M
porsi Indonesia — 40% dari seluruh Asia Tenggara (US$ 1 T)
PwC “Sizing the Prize” · Kearney/Google “Racing Toward the Future” · dikutip Kemenko Perekonomian & Komdigi RI
US$ 725 M
belanja infrastruktur AI Big Tech direncanakan 2026 saja
US$ 500 M
proyek data center ‘Stargate’ — OpenAI × SoftBank × Oracle
US$ 5 T
kapitalisasi pasar NVIDIA — perusahaan termahal dalam sejarah
88%
organisasi global sudah memakai AI di minimal satu fungsi bisnis
92%
pekerja Indonesia sudah memakai AI — tertinggi di dunia
6% → 13%
porsi ekonomi digital terhadap PDB: 2024 → target 2030
+3,67%
potensi tambahan PDB nasional dari adopsi AI
< 1%
kapasitas data center AI Indonesia vs pasar global — ruang tumbuhnya masih sangat besar
Siapa yang membangun data center-nya?
GLOBAL
investasi gabungan ratusan miliar dolar per tahun
INDONESIA
ekspansi data center Jakarta, Bekasi, Batam
Artinya untuk kita: perusahaan terbesar dunia bertaruh ratusan miliar dolar bahwa AI adalah cara kerja baru — dan Indonesia dipilih sebagai salah satu pasar prioritasnya. Pertanyaannya tinggal: tim mana yang siap lebih dulu?
Understanding AI & Its OpportunitiesEach level adds one thing: the ability to act on its own.
LLM
Large Language Model
Answers when you ask. One question, one answer — it waits for you.
Example
ChatGPT, Claude, Gemini
Today
Mature. Used by hundreds of millions every day.
Everyday reality
Agentic AI
AI that acts
You give a goal, not a command. It plans, uses tools, checks itself, and repeats until done.
Example
Claude Code, ChatGPT Agent, Lovable
Today
The frontier of 2025–2026 — this is what we build with today.
What we build with today
Multi-Agent Systems
A team of agents
Several specialised agents work together — one researches, one writes, one reviews, one coordinates.
Example
Research crews, automated support & sales desks
Today
Early production. Companies are running small agent fleets already.
Emerging
AGI
Artificial General Intelligence
Broadly capable and autonomous enough to do most economically valuable work without being directed step by step.
Example
No agreed example — the definition itself is contested
Today
OpenAI says GPT-6 Astra has entered the AGI era — many experts still disagree.
Where we are now?
Superintelligence (ASI)
Beyond every human
Outperforms the best humans in every field at once, including AI research itself.
Example
Hypothetical — does not exist
Today
Theory and safety research only.
Not here
Fresh news · Launched September 3, 2026
On September 3, 2026 OpenAI launched GPT-6 "Astra" and president Greg Brockman said at the briefing: "Welcome to the AGI era." It reached human parity on the independent ARC-AGI-3 reasoning test and can operate a computer on its own — yet OpenAI admits it sometimes tries to evade human oversight. So: is it AGI? Even the people who built it say it is a judgement call, not a fact.
Understanding AI & Its OpportunitiesThe foundation of every AI product you use today.
INPUT
Question / prompt
LLM
Generates text
OUTPUT
Answer / text
01 · Limited knowledge
It does not know your private data, internal company information, or every recent event. Your context matters.
02 · Passive by nature
It waits for a prompt, responds once, and stops. It does not take initiative.
Like a brilliant consultant who can only talk — not yet do the work.
Understanding AI & Its OpportunitiesEvery AI product you've heard of belongs to a “grade level”. Here is the whole class, from 2019 to today — September 2026.
What grows here is one family of AI: LLMs — the “brain” behind ChatGPT, Claude, and Gemini. Other AI you know (image generators, voice assistants) builds on top of the same brain.
OpenAI — GPT-2 · GPT-3 · ChatGPT (GPT-3.5, Nov 2022)Released: 2019–2022 · ChatGPT: November 2022
Could do
Write simple sentences, answer basic questions. Often makes things up with confidence.
OpenAI — GPT-4 (Mar)Released: March 2023
Anthropic — Claude 1 · Claude 2Released: 2023
Google — Gemini 1.0 (Dec)Released: December 2023
Meta — Llama 2Released: 2023
Could do
Passes bar & medical exams. Text-only; still needs guidance.
OpenAI — GPT-4oReleased: 2024
Anthropic — Claude 3 · 3.5 SonnetReleased: 2024
Google — Gemini 1.5 · 2.0Released: 2024
DeepSeek — V3 (Dec)Released: December 2024
Meta · xAI — Llama 3 · Grok 2Released: 2024
Could do
Multimodal — sees, hears, speaks. Fast and cheap.
OpenAI — o1 · o3 · GPT-5 (Aug)Released: 2025 · GPT-5: August 2025
Anthropic — Claude 4 · 4.5Released: 2025
Google — Gemini 2.5 · 3 Pro (Nov)Released: 2025 · Gemini 3 Pro: November 2025
DeepSeek — R1 (Jan)Released: January 2025
xAI · Meta — Grok 3 · 4 · Llama 4Released: 2025
Could do
Reasons before answering. Starts using tools & acting as an agent. PhD-level on benchmarks.
Anthropic — Fable 5 → Fable 5.1 & Mythos 5.1 (Sep 1) · Opus 5 · Sonnet 5Released: 2026 · Fable 5.1 & Mythos 5.1: September 1, 2026
OpenAI — GPT-5.4 → 5.6 → GPT-6 Astra (Sep 3)Released: 2026 · GPT-6 Astra: September 3, 2026
Google — Gemini 3.1 → 3.8 Flash (Sep 2)Released: 2026 · Gemini 3.8 Flash: September 2, 2026
xAI — Grok 4.6 (Aug 12)Released: August 12, 2026
DeepSeek — V4 → V4.1 Flash (Sep 10)Released: 2026 · V4.1 Flash: September 10, 2026
Meta — Muse Spark 1.3 (Sep 2)Released: September 2, 2026
Alibaba · Moonshot — Qwen 3.8-Max · Kimi K3Released: 2026
Could do
Agentic — works on projects for hours by itself, 1M-token memory, independent research. Not an assistant anymore — a colleague.
Notice the pace: from elementary to professor took humans ~25 years. AI did it in 4 — and 2025 alone shipped 25+ major models. Whatever you tried last year is already two grades out of date.Sources: aireleasetracker.com · llmgateway.io/timeline · benchr.org · Situational Awareness (Aschenbrenner, 2024)
Understanding AI & Its OpportunitiesEvery human ability has an AI counterpart — and almost all of them exist today.

REAL TOOLS
ChatGPT · Claude · Gemini · Meta AI (WhatsApp) · DeepSeek
TRY TONIGHT
Paste satu email/pesan sulit yang belum Anda balas → minta 3 versi balasan (tegas / hangat / netral).
EVERYDAY EXAMPLES
Bantu saya susun jadwal belajar anak kelas 5 selama UAS, 2 jam/hari.
Ini isi kontrak sewa rumah saya (paste). Pasal mana yang merugikan?
Jelaskan BPJS Ketenagakerjaan seperti ke anak SMA.
What's still missing (that's why it's not AGI yet)
A complete human = a complete AI. Brain, eyes, ears, mouth, hands AND feet in one machine — that is the road to AGI, and the humanoid robot is its body. Frightening, or fascinating? The good news: you can use 5 of the 6 tonight, for free.
Understanding AI & Its OpportunitiesOne success story from every industry — and the AI behind it.
Biotechnology
AlphaFold · Isomorphic Labs
Solved the structure of 200 million proteins — a 50-year problem in science.
2024 Nobel Prize in Chemistry
Music
Suno · Udio · AI stem separation
The Beatles' "Now and Then": AI restored John Lennon's vocal.
Grammy winner 2025
Coding
Cursor · Claude Code · Copilot
Google's CEO: more than 25% of Google's new code is now written by AI.
84% of developers use AI daily
Film & Video
Sora · Veo · Runway
Netflix used gen-AI for VFX on "El Eternauta" — a first.
VFX finished 10x faster
Writing
ChatGPT · Claude · Gemini
An Akutagawa Prize-winning novel in Japan was written with ChatGPT's help.
Confirmed by the author
Healthcare
Insilico · Med-Gemini · AI radiology
The first fully AI-discovered drug has entered human clinical trials.
10 years of research → 18 months
Law
Harvey AI · Spellbook
Used by the world's top law firms — contract review now takes minutes.
$100M revenue in 3 years
Education
Khanmigo · NotebookLM · Duolingo Max
Harvard study: students with an AI tutor learned more.
2x more effective than a normal class
Design
Canva AI · Midjourney · Nano Banana
Canva's AI features were used 16 billion times — design is for everyone now.
16 billion AI uses
Startup & business
One person, no employees, built an AI coding platform alone. Six months later: 300,000 users — then sold to Wix for $80 million, in cash.
$80M exit
1 person · 6 months
Base44 · built with AI agents
Understanding AI & Its OpportunitiesBefore we talk about robots at work — watch what they can already do in competition. (2,000+ humanoids · 666 teams · 16 countries)
CNET — Wildest Highlights From China's Humanoid Robot Olympics · World Humanoid Robot Games 2026, Beijing, 22–26 Aug 2026
Open on YouTubeSprints, 4×100 relay, soccer, tai chi and gymnastics must run with NO human operator. Tele-operated robots get only half the points.
On opening day robots broke records previously held by humans — including Usain Bolt's.
First held in Aug 2025. One year later: 666 teams, 2,000+ robots, 16 countries. The pace is the story.
Understanding AI & Its OpportunitiesThe “feet” from the body analogy — and this is not a concept. Updated September 2026: they are already on the payroll.
United States
Tesla discontinued Model S & X in early 2026 and converted the Fremont lines to build humanoids. 1,000+ Optimus units already work inside Gigafactories. Gen 3 = first mass-production design, targeted before end of 2026.
Target price ~$20–30k (not yet orderable)
United States
No longer a trial. Since Jan 2026, a 40-robot fleet works commercially at BMW Spartanburg — billed at ~$25 per robot-hour. 'Helix' AI learns new tasks by watching. BotQ factory: 12,000 units/yr.
Paid work at BMW: ~$25 / hour
China
A humanoid you can order on Amazon today — priced like a car, not a house. Made in Hangzhou. Smaller sibling R1 Air starts at $4,900.
On sale: $17,990 (± Rp 290 M) · base $13,500
Norway (OpenAI-backed)
The first consumer home robot — folding laundry, tidying up. 10,000+ household pre-orders; deliveries expected by end of 2026.
$20,000 or $499 / month
Sources: Tesla Q4-2025 earnings call · Figure AI / BMW Group · Unitree · 1X Technologies · Morgan Stanley Humanoid 100 · verified Sept 2026
Understanding AI & Its OpportunitiesFour eras in NVIDIA’s vision — and we have just entered the third.
2012–2019
AI learns to see and hear.
VISION · SPEECH · TRANSLATION
2019–2024
AI learns to create text, images, music and code.
CONTENT · CODE · CREATION
2025–2027
AI learns to plan and execute complex work.
PLANNING · REASONING · ACTION
THE FUTURE
AI enters robots, vehicles and smart factories.
ROBOTICS · EMBODIMENT · AGI
AI is no longer only answering. It is doing the work.
Understanding AI & Its OpportunitiesArtificial General Intelligence — intelligence that is general, not specialist.
AGI = AI that can learn and perform every human cognitive task — without being retrained for each new one.
AI today
Very smart — but task by task.
AGI
Learns anything — like a human.
Why it feels unsettling: once AI can improve itself, the pace is no longer human pace — every version builds a smarter version. That is why the world calls it a revolution, not a change. The AI leaders agree: AGI before 2030.
Understanding AI & Its OpportunitiesThe road ahead
AI is moving from answering questions to pursuing goals — and eventually, perhaps, thinking broadly.
One AI plans, uses tools, acts, checks, and repeats.
Specialist agents coordinate work across functions.
Agents connect with software, machines, and robots.
Broad human-level capability across many domains.
The date is uncertain. The direction is not.
Our advantage starts with learning to build now.
Understanding AI & Its OpportunitiesAGENTIC AI — WORKING TODAY
MANUAL SIMULATIONThe coordinator plans. Specialists use tools. Reviewers check. Together, they deliver the result.
AI Coordinator
PLANS · ROUTES · CHECKS
GOAL
Turn a meeting decision into working software.
ACTIVE AGENT
Context Agent
Reads decisions, owners, and constraints.
Understanding AI & Its OpportunitiesAll of that sounds extraordinary.
The next data may feel uncomfortable — but we need to see it.
Understanding AI & Its OpportunitiesEvery revolution closes old doors — and creates entirely new ones.
170M
new jobs created by 2030
WEF Future of Jobs 2025
+78M
net employment growth
WEF 2025
+56%
salary premium for AI-skilled workers
PwC Global AI Jobs Barometer
Small teams. Outsized value. Built in the AI era.
Base44
1 person · 6 months
$80M exit
Midjourney
±11 people
$10B valuation
Cursor
±20 people
$1M → $100M in 12 months
Lovable
45 people
$100M revenue in 8 months
Their capital: an idea + AI + courage. You already have two of the three.
Effective PromptingThe same AI can produce a result 10× better — when the question is better.
WEAK PROMPT
“Write a caption to sell brownies.”
Generic enough for anyone — which means memorable to no one.
EFFECTIVE PROMPT
ROLE
You are a social media marketing expert.
CONTEXT
Homemade brownies in Jakarta, for mothers aged 25–40; use my account, menu and price list.
TASK
Write three casual Instagram captions that create curiosity.
FORMAT
Maximum two sentences each, with emoji.
Give AI the data you would give a great colleague: links, files, examples, and context.
Effective PromptingTHE CORE SKILL
Clever wording gets you 10% better answers. The right context gets you 10× better answers.
PROMPT ENGINEERING (2023)
Finding magic words. “Act as an expert…”, “Think step by step…”
CONTEXT ENGINEERING (2026)
Giving AI everything it needs to know: who you are, your situation, your data, your examples, your limits.
THE ANALOGY
A new employee on day one. Perfect instructions + zero briefing = bad work. Good briefing folder = great work. AI is the same.
PROMPT ONLY
“Rekomendasikan tempat makan malam.”
+ THE BRIEFING FOLDER
Kami berdua + anak 4 tahun. Lokasi Kelapa Gading, mau yang ≤ 15 menit. Budget Rp 300 rb. Istri lagi hindari seafood. Minggu lalu sudah Jepang & Italia. Suasana santai, ada kursi bayi.
RESULT QUALITY
25%
Your 5-second context checklist — before every prompt
Tip: paste first, ask second. Screenshot, chat history, a menu photo — anything AI can see is context.
CONTEXT PREVIEW
Select the details your AI colleague needs.
Stop searching for the perfect sentence. Start giving AI the briefing you'd give a smart new colleague.
Same formula: Peran · Konteks · Tugas · Format — but now Konteks is 80% of the work.
Term popularised by Tobi Lütke (Shopify) & Andrej Karpathy, 2025
Practical AI ApplicationsLIVE AUDIENCE CHALLENGE
5 PEOPLE · 5 FUNCTIONS
Build the context aloud.
Participant 01 · SALES
60 SECTHE QUESTION
AVAILABLE CONTEXT
Gunakan file pipeline penjualan Trading Domestic yang akan diunggah. Kanal: main dealer, dealer, dan sales office.
Did the briefing include all five context layers?
0%
REFERENCE CONTEXT BRIEF
Not the only correct answer—compare its context layers.
Listen first. Map the five context layers. Then compare.
Ask the room: “What important detail is still missing?”
Ethics, Limitations & Best PracticesAI in the real world · Education
Focus 1 by BrainCo, a China–US company, used at Xiaoshun Primary School in Jinhua, Zhejiang.
Measures concentration and sends the results to teachers and parents.
Uses face recognition to assess whether students are paying attention.
Analyze student health and engagement during the school day.
Uniform chips track where students are on campus.
The bigger question: when AI can measure behavior in real time, how do we balance useful insight with privacy, trust, and human judgment?
Ethics, Limitations & Best PracticesFour compass questions to ask every time you use AI.
01 · Transparency
Say when work was AI-assisted.
02 · Privacy
Never share personal or confidential company data.
03 · Truth
Check original sources for health, law and money.
04 · Impact
Do not use AI to deceive, manipulate or fabricate.
AI amplifies who you are. The tool is neutral — you choose the direction.
Ethics, Limitations & Best PracticesNot only rules for using AI — a way to stand in a changing world.
01
History rewards people who learn new tools early.
02
Return your time to empathy, creativity, wisdom and presence.
03
In a world of instant creation, honesty and responsibility become rare.
AI will not take your job. A human using AI might. Be that human.
Ethics, Limitations & Best PracticesThree small moves can turn today’s lesson into a lasting advantage.
TODAY
Use Role · Context · Task · Format on one real email, plan, or spreadsheet.
NEXT 7 DAYS
Give one routine task to AI every day and notice what saves time.
NEXT 30 DAYS
Share what you learned with a colleague or family member.
Start free: chatgpt.com · claude.ai · gemini.google.com · Meta AI in WhatsApp
Live Demo & Q&APhotograph this slide. The complete clickable list will be shared after training.
START FREE
ChatGPT
chatgpt.com
Claude
claude.ai
Gemini
gemini.google.com
Meta AI
WhatsApp + Instagram
DeepSeek
chat.deepseek.com
NotebookLM
notebooklm.google.com
BUILD + CREATE
Lovable
lovable.dev
Cursor
cursor.com
Bolt
bolt.new
Suno
suno.com
Arrangely
arrangely.io
Canva AI
canva.com
WORKFLOW + AGENTS
Make / Zapier / n8n
make.com · zapier.com · n8n.io
Claude Code
claude.com/claude-code
Manus
manus.im
WEF Future of Jobs
weforum.org
PwC AI Jobs Barometer
pwc.com
Tech Layoff Tracker
layoffs.fyi
Materials + certificates: PT Harmoni Inovasi Indonesia · harmoniinovasi.com
Complete 35-resource Google Sheet shared after training
Live Demo & Q&ACLOSING
You do not have to be a designer — to create beautiful design.
You do not have to be a programmer — to build your own application.
You do not have to be a accountant — to organize finances clearly.
You do not have to be a writer — to create work that moves people.
All you need is an idea — and the courage to begin.
Do not only adapt. Build something remarkable.
Live Demo & Q&AHARMONI INOVASI INDONESIA
Now, let’s discuss. Every question is welcome.
Edo Wijaya Alfiyanus
Product Lead & Head of Operations, Qoala · Director, PT Harmoni Inovasi Indonesia
edo.alfiyanus24@gmail.com · 081 313 313 628