Argnite Book a pilot

Agentic AI for Retail and F&B

Iggy watches every outlet so you can finally finish your kopi.

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.

Pilot one outlet Say hi to Iggy

No new dashboard to learn. You ask on Telegram, or you get a call.

Iggy, a round fluffy gold and aqua mascot with a flame pack, smiling and holding a little flame

Morning! Outlet 3 opened 17 minutes late. I already called the supervisor.

Counter empty at 9:02am, calling the supervisor✦ Sales at [Outlet] down 22% vs last Tuesday✦ Iced latte sold out by 3pm again✦ All outlets open on time, go have breakfast✦ Saturday was slow after lunch, here's why✦ Counter empty at 9:02am, calling the supervisor✦ Sales at [Outlet] down 22% vs last Tuesday✦ Iced latte sold out by 3pm again✦ All outlets open on time, go have breakfast✦ Saturday was slow after lunch, here's why✦

Sound familiar?

Running outlets means a lot of tabs open in your head.

The POS knows. You don't.

Every sale is sitting in there. Nobody has two spare hours on a Tuesday night to pull it apart.

Shutters up at 9:17

You hear about the late opening from a one-star review, three days after it happened.

Your analyst goes home at 6

The question lands in the group chat at 10pm. The answer shows up on Thursday, if you're lucky.

Iggy laughing with its eyes closed

All outlets open and sales on track. This is Iggy most mornings.

Meet Iggy

The fluffiest member of your ops team.

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

Two agents doing the work you keep meaning to get to.

Argnite Analyst

Ask your sales anything, at any hour.

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

Eyes on the counter at opening time.

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

Your outlets, in the chat app you already have open.

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.

  • Your morning brief at 8:30What opened late, what sold, what needs you. Before you've parked.
  • Alerts you can act onEmpty counter? You get the clip, who's being called, and an I'm on it button, right in the chat.
  • Ask anything, anywhereSales, openings, best sellers, any outlet. Type it like you'd text a colleague.
  • Only what you're allowed to seeIggy is linked to your portal account. Supervisors only ever get their own outlet.

The Argnite portal

Most days you won't open it. When you do, everything's here.

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.

Portal Today screen: Iggy's morning brief for Mei Ling, a live alert that the IIUM counter has been empty 18 minutes, and Bangsar opening 17 minutes late

Iggy's morning brief

What happened overnight and what needs you, before you finish your kopi.

Incident screen: timelapse clip of the empty IIUM counter and the call chain, with Siti not answering and Hafiz ringing now

Every call, in order

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

Chat with Iggy: asked which outlets dropped more than 20%, Iggy names Sunway and PJ SS2 and shows a 10-day chart

Ask in plain words

Iggy answers with the numbers and a chart, not a dashboard to dig through.

The portal on a laptop: dark sidebar, Iggy's briefing, the live IIUM alert, every outlet's status and last week's sales, with Iggy's chat docked on the right
Same portal on a laptop, with Iggy docked on the right.

How it works

From hello to your first alert in [__] days.

01

Pick your worst outlet

The one that opens late, or the one whose numbers nobody can explain.

02

We plug Iggy in

We connect your POS and point Argus at the counter camera. You carry on with your day.

03

Iggy starts its shift

Ask questions whenever. Supervisors get a call when the counter is empty at opening.

04

Decide together

After [__] weeks we look at the results with you. Add outlets, or walk away.

Iggy, doing its morning rounds.

Pilot results

What changed in the first [__] weeks.

[__]%

fewer late openings

[__]

minutes from question to answer

[__]

outlets running with Iggy

Source: [pilot outlet, period, how it was measured]

Solutions

Start with one problem. Switch on the rest when you're ready.

Every outlet starts with the opening check and Analyst. Add modules outlet by outlet as they earn their keep.

Argus

Watches the floor

  • Opening checkIncluded

    Argus checks the counter at opening time and rings a real person when nobody's there.

  • Staff availabilityAdd-on

    The same check all day, not just at opening, so a quiet afternoon counter gets noticed.

  • Footfall analyticsAdd-on

    Customers walking in, by hour and outlet, next to what they actually bought.

  • Queue and walk-away alertsNew

    Too many people in line, or someone leaving without buying? The supervisor hears about it while the queue is still there.

  • Customer recognitionBeta

    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

Reads the numbers

  • Ask Iggy anythingIncluded

    Plain-word questions about your POS sales, any hour, with the answer and what to check first.

  • Prep and stock forecastNew

    Tomorrow's sales per item and outlet, from your history, holidays, payday and the weather. Less waste, fewer sell-outs.

  • Loss watchNew

    Unusual voids, refunds and discounts flagged per shift, with the counter clip from that moment attached.

Pilot one outlet

Modules are priced per outlet. We'll quote after the pilot.

FAQ

Things people ask Iggy.

Iggy scratching its head, thinking

No. Iggy rings them. Your people still run the outlet, they just hear about problems sooner.

Let's do this

Give Iggy your most annoying outlet.

We set it up, Iggy works it for [__] weeks, and then you decide whether it stays. No long contract to start.

Iggy holding up its little flame, ready to go