Satu the robot high-fiving the original Muse avatar
SGInnovateOpenBuilder
MUSE AGENT MEETUP · SINGAPORE · 11.11.26
Muse,
your personal AI agent.
3 real things it built for me
TECHNICAL SALES MANAGER · COATINGS & CONSTRUCTION CHEMICALS
Sheraj

Hi, I'm Sheraj.

0+
YRS IN COATINGS & CHEMICALS
TECHNICAL SALES · ENGINEERING
OPERATIONS · TRAINING
2022202320242025CHATGPT
BUILDING WITH AIBUILDING AI AGENTS
OpenClaw logo
OPENCLAW
Nous Research Hermes logo
HERMES
Claude logo
CLAUDE
OpenAI Codex logo
CODEX
Grok logo
GROK BOT
Not a developer. A builder.
Connect with me
QR code: LinkedIn in/sherajhussein
SCAN TO CONNECT
in/sherajhussein
SINGAPORE · NATIONAL AI IMPACT PROGRAMME

Be AI bilingual.

Your profession
INDUSTRY KNOW-HOW
& JUDGEMENT
+
AI
TOOLS, AI AGENTS
& THEIR LIMITS
=
AI bilingual
SOLVES REAL
PROBLEMS
“Not all of us can be AI engineers.”
JOSEPHINE TEO · MINISTER FOR DIGITAL DEVELOPMENT AND INFORMATION
0
WORKERS TO BECOME AI BILINGUAL BY 2029
0
ENTERPRISES SUPPORTED TO ADOPT AI
Not just more AI engineers: professionals who apply AI to real business problems.

AI Chatbot

answers.
What's the spec?
copy · paste · repeat
Here's what I found…
Now draft a quote?
copy · paste · repeat
Sure, here's a template…
And the price?
copy · paste · repeat
I can't access your…
YOU DO THE WORK

AI Agent

acts.
GOAL · Quote this customer
Read the emailEMAIL
Find the product specsFILES
Draft the spec sheetDOCS
Build the quoteSHEETS
Ready to send. Approve?Approve✓ Sent
Customer B hasn't replied in 3 days.
Draft a follow-up?
IT DOES THE WORK. YOU APPROVE.
You give it a task / goal,
not a prompt.

Why Muse?

0:00
READY
other AI agent setups: more technical know-how
Set up in less than a minute
ONBOARDING
Muse avatar in an armoured costume, still image
Images & video, built in
NO EXTRA SETUP
Uses the browser for you
TAKE OVER ANYTIME · EVEN ON MOBILE
MEET MY MUSE AGENT
The original Muse avatar
DEFAULT
Satu
MINE
Satu
= "ONE" IN MALAY
MADE WITH MUSE · VIDEO GENERATION
Image & video generation is free, even on free plans.
Instagram logoPair it with social media connectors like Instagram to automate content creation.

I needed a piece of furniture. Muse suggested one.

45 cm LID OPEN = ?
ROBOROCK QREVO CURV · LID OPENS UP
I wanted to use the empty space above my vacuum dock.
The catch: the lid has to open.
1 · WHAT I GAVE IT
MODELRoborock Qrevo Curv
CORNER WALL50 cm
BUDGET~$100 · DIY, e.g. IKEA
DOCK HEIGHT, LID OPEN90 cmFOUND BY MUSE
2 · WHAT IT WORKED OUT
Looked up the dock's open height
Searched IKEA for DIY legs
Checked the fit and the budget
IKEA OLOV adjustable leg
OLOV leg, adjustable
60–90 cmS$25
Suggested a custom square tabletop to cut the cost
3 · WHAT IT MADE
Kitchen corner with the robot vacuum dockMuse mockup with the table over the dock
Now, let's put it to work.
USE CASE
01

Satu —my Paint Specialist

Quote faster.
DEMO COMPANY · FICTIONAL DATA
New: Quotation request – canopy repaint
From: Alex Tan, Demo Heights Management
Subject: Quotation request – canopy repaint at Demo Heights

Hi,

We're planning to repaint the steel canopy at Demo Heights. It's about 1,000 m² of structural steel, and it's near the sea, so it gets a lot of salt and sun. We'd like a system that will last a long time before the next repaint.

Could you quote for the paint supply only? We'll engage our own contractor for the surface prep and application.

Appreciate a quote by end of the week.

Thanks,
Alex Tan
Demo Heights Management

BEFORE I CAN QUOTE, I NEED:
What surface?→Structural steelSUBSTRATE
How big?→1,000 m²AREA
Where?→Coastal, harshC5
How long?→High durabilityISO 12944
What's in scope?→Paint onlySCOPE
What colour?→Not statedGAP
thenLook through data sheets→Paint specification→Calculate litres→Prepare a quotation
Day 1
Day 2
1–2 DAYS
WHILE JUGGLING EVERYTHING ELSE ON MY PLATE
Every enquiry. The same steps. Every time.
I GAVE IT
CUSTOMER EMAIL
Technical data sheets
ACCESS TO DATA SHEETS
S$
/ L
/ L
/ L
RATES & QUOTE FORMAT
Satu
IT BUILT
Read email
Pick the paint system
Calculate litres
Draft quote
I APPROVE
Nothing goes out without me.
Send
IT FLAGS WHAT IT DOESN'T KNOW
“Topcoat colour: not stated by customer. To be confirmed.”
Live.
DEMO SESSION · FICTIONAL COMPANY · NO REAL CUSTOMER DATA
Draft quotation MP-DEMO-001
S$0.00
ENQUIRY → DRAFT QUOTE
1–2 days
0–0 min
Muse gave me back my time.
The faster we reply to a lead, the faster we close the deal.
Email
Quote
Approve
Send
USE CASE
02

Satu —my Shopping Buddy

Is ShopBack worth it?
New to it. No idea.
“If I send you my bank and credit card statements, can you check how much I could save with ShopBack?”
Yes I can. Send them over & I will run the numbers.
“Here they are.”
POSB MAYBANK
28 PAGES · JUL – OCT 2026
Bank statement1 / 28
NAME & ADDRESS
ACCOUNT NO.
REDACTED
No clever prompt. I just asked.
Muse analysed my purchases, spotted my buying trends and showed me where I could have saved.
I SPENT
S$0
that could have earned cashback.
70% IN-STORE → USE SHOPBACK PAY
TOP SPOT: BURGER KING 🍔
≈ S$28 AT 3% · AN ESTIMATE, NOT A PROMISE
IT ALSO TOLD ME WHAT DIDN'T COUNT
HAWKER PAYNOW BILLS MALAYSIA SPEND
LIVE IN THE MUSE APP →
USE CASE
03

Satu —my Car Advisor

Selling your car?
I was sitting with a friend who was thinking of selling his car.
So I started asking him all the questions…
What's your car worth?
MY CAR
BYD Atto 3 · May 2024 · 49,000 km
How much do you still owe?
MY LOAN
auto loan details
So what can you afford?
MY BUDGET
S$850–910 / month
What should you buy next?
…and how long it would take to find cars he could actually afford.
That gave me an idea.
Why not let Muse search SGCarMart, based on my own car?
My car. My loan. My budget.
S$131k – 137k
MY CAR'S ASKING PRICE  (0 listings scanned)
−S$78k
STILL OWED ON THE LOAN
=≈ S$0k – 0k
WHAT I'D WALK AWAY WITH · BEFORE COSTS
→S$47k loan
≈ S$880 / MONTH OVER 5 YEARS
→0 CARS
SHORTLISTED · LINKS TO EACH AD
★
Kia Cerato
S$92,888
S$45,888 down
View on SG CarMart →
★
Hyundai Ioniq Hybrid
S$93,800
S$46,800 down
View on SG CarMart →
★
Honda Shuttle
S$93,800
S$46,800 down
View on SG CarMart →
Honda Vezel
S$98,800
S$51,800 down
View on SG CarMart →
Toyota Corolla Altis
S$99,500
S$52,500 down
View on SG CarMart →
Toyota Raize
S$110,800
S$63,800 down
View on SG CarMart →
Nissan Sylphy
S$84,300
S$37,300 down
View on SG CarMart →
Kia Sorento
S$93,800
S$46,800 down
View on SG CarMart →
Easy to decide: every car on the same maths, best fit first.
DOWNPAYMENT & MONTHLY ON EVERY CAR ★ BEST FITS MARKED SORT & FILTER ⚠ RISKS FLAGGED LOAN CALCULATOR LINK TO EVERY AD

Same AI agent. Three jobs.

Satu as Paint Specialist
EMAIL → QUOTE
1–2 days → 0–0 min
Satu as Shopping Buddy
STATEMENTS → CASHBACK
S$0 that could earn cashback
Satu as Car Advisor
MY CAR → MY NEXT CAR
0 cars in my budget
EVERY AI AGENT WORKFLOW NEEDS THESE 4 STEPS

Start your own.

1
Start small
One goal or one problem
ONE EMAIL → ONE QUOTE
2
Map the steps
Give it the tasks, or work them out together
READ → PICK → CALCULATE → DRAFT
3
Add approval
A human checks before anything goes out
Match the check to the risk: a wrong price costs more than a typo
NOTHING GOES OUT WITHOUT ME
4
Make it a routine
Put it on a schedule
EVERY ENQUIRY, EVERY TIME
Satu jumping
SECURITY & PRIVACY · BEFORE YOU START

Set your guardrails.

Share the minimum
Only the data the task needs
MASK ACCOUNT NUMBERS & IDs
Limit its access
Never hand over passwords or payment details
Only connect it to official integrations
YOU LOG IN · YOU PAY
Test with fake data
Try it safely before it touches real customers
TODAY'S DEMO: 100% FICTIONAL
Check the output
AI agents can be confidently wrong
Keep a log so every step can be traced
VERIFY THE NUMBERS BEFORE YOU USE THEM

Thank you.

in/sherajhussein
QR code: LinkedIn in/sherajhussein
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