Agentic AI for Retail and F&B
Argnite gives Retail and F&B teams two AI agents wrapped in one fluffy mascot. Analyst answers questions about your sales in plain words, any hour. Argus checks the counter at opening and rings a real person when nobody's there.
No new dashboard to learn. You ask on Telegram, or you get a call.

Morning! Outlet 3 opened 17 minutes late. I already called the supervisor.
Sound familiar?
Every sale is sitting in there. Nobody has two spare hours on a Tuesday night to pull it apart.
You hear about the late opening from a one-star review, three days after it happened.
The question lands in the group chat at 10pm. The answer shows up on Thursday, if you're lucky.
All outlets open and sales on track. This is Iggy most mornings.
Meet Iggy
Iggy is the face of Argnite. Round, very fluffy, and carries a flame pack for torching the boring parts of your week. Behind the fur, two agents do the real work: one reads your numbers, the other watches your floor.
Fur
Gold on top, periwinkle at the bottom
Flame pack
Always lit, never burnt anything
Favourite food
Clean POS data
Working hours
All of them, zero OT claims
Behind the fur
Argnite Analyst
Type it the way you'd ask a colleague, in Telegram or the portal. Analyst reads your POS data and replies with what changed and what to check first.
Which outlets dropped more than 20% vs last week?
[Outlet A] and [Outlet B]. Both slipped after 3pm. I’d check the afternoon roster first.
Argus
Argus looks through your outlet camera to check someone is at the counter when you open. If nobody's there, you don't get one more notification. A real person gets a phone call.
COUNTER: NOBODY HERE
CAM 02 · 09:02
Calling supervisor…
Starts with opening checks. Staff availability and footfall counts are add-on modules.
Iggy on Telegram
Connect Iggy to Telegram once. Then ask about any outlet from the car, the airport or bed, and get the brief and the alerts where you'll actually see them.
Iggybot
Today
Morning, Mei Ling! 10 of 12 outlets open, 9 on time. Bangsar opened 17 min late. Sales yesterday RM 48.2k, up 4%.
8:30IIUM counter empty, 15 min. Siti didn't answer. Calling Hafiz now.
9:11which outlets dropped more than 20% vs last week?
9:14 ✓✓Two: Sunway (down 23%) and PJ SS2 (down 21%). Both slipped after 3pm.
The Argnite portal
Iggy's morning brief, every counter right now, and the clip and call log when something goes wrong. Owners see every outlet. Supervisors see their own.

Iggy's morning brief
What happened overnight and what needs you, before you finish your kopi.

Every call, in order
Watch the clip, then see who Argus called, who's ringing now and who's next.

Ask in plain words
Iggy answers with the numbers and a chart, not a dashboard to dig through.

Her phone rings first
If the counter's empty, Siti gets a call and the portal says what's wrong in one line.

One tap stops the calls
“I’m on it” tells Argus someone's handling it, so the area manager isn't called for nothing.

Her outlet, nobody else's
Siti sees IIUM only: today's opening, sales so far and every past incident.
How it works
01
The one that opens late, or the one whose numbers nobody can explain.
02
We connect your POS and point Argus at the counter camera. You carry on with your day.
03
Ask questions whenever. Supervisors get a call when the counter is empty at opening.
04
After [__] weeks we look at the results with you. Add outlets, or walk away.

Iggy, doing its morning rounds.
Pilot results
[__]%
fewer late openings
[__]
minutes from question to answer
[__]
outlets running with Iggy
Source: [pilot outlet, period, how it was measured]
Solutions
Every outlet starts with the opening check and Analyst. Add modules outlet by outlet as they earn their keep.
Argus
Argus checks the counter at opening time and rings a real person when nobody's there.
The same check all day, not just at opening, so a quiet afternoon counter gets noticed.
Customers walking in, by hour and outlet, next to what they actually bought.
Too many people in line, or someone leaving without buying? The supervisor hears about it while the queue is still there.
Recognises loyalty members who opted in at sign-up, so you can see who comes back and what they order. Everyone else's face is discarded, never stored.
Argnite Analyst
Plain-word questions about your POS sales, any hour, with the answer and what to check first.
Tomorrow's sales per item and outlet, from your history, holidays, payday and the weather. Less waste, fewer sell-outs.
Unusual voids, refunds and discounts flagged per shift, with the counter clip from that moment attached.
Modules are priced per outlet. We'll quote after the pilot.
FAQ
No. Iggy rings them. Your people still run the outlet, they just hear about problems sooner.
Argus works with a regular outlet camera pointed at the counter. We check your setup during the pilot.
[List the POS systems you support].
For one outlet, Argus and Analyst go live in [__] days.
[Your data and privacy policy, in two plain sentences].
Yes. Connect Iggy to Telegram from the portal and ask about your outlets in the chat, any time. The morning brief and alerts arrive there too. Iggy only answers what your account is allowed to see.
It’s for burning through busywork. Iggy has never set anything on fire, and we’d like to keep it that way.
Let's do this
We set it up, Iggy works it for [__] weeks, and then you decide whether it stays. No long contract to start.
Got it. Iggy is doing a happy dance. We'll email you within [__] working days.
