Lulu Hypermarket

Lulu Retail Holdings

AI Operating System

DeployOne
Viewing as

Operating scope

Country head

Capability

All capabilities

Active handovers

0

Outcomes written back

0

Information density is explain.

MarketingOS · screen 02 of 05

Public listening

What is being said about the stores, in public, in six languages.

3 issues · 1 waiting on you

Issues in scope

3

5 instances across 5 places

Waiting on you

1

0 already decided in this session

Three largest

AED 2.0m–AED 6.9m

Modelled annual value, three largest only

Running without asking

0

1 armed and waiting on a threshold

Decision owner

Country head

Returns to Country head, City retail lead

Scope

Oman

27 stores · all capabilities

Listen

Social platformsReview streams by storeNews and local mediaForums and community groups

Process

Is it a store issue or a brand issueIs it rising or a single voiceDoes it need a person

Act

Route to the store with the detailSurface the pattern to the countryNever respond to a complaint automatically
Written backEvery outcome returns to the systems that produced the evidence.
KindOrder

Queue

3 issues across 5 places · 1 waiting on you
Armed

There is no threshold at which public sentiment becomes an operations alert

Oman
What happened
Mentions are read continuously. Nothing currently escalates on its own when volume on one issue rises sharply in one catchment.
Why it matters
Most of these stay small. The ones that do not move quickly, and the difference between hours and days is the difference between a store issue and a national story.
Already done
A threshold is armed on rate of change within a catchment rather than on absolute volume.
Worth
AED 1.4m to AED 5.0m a yearModelledHours rather than days on a rising catchment issue. Value is the difference between a store issue and a national one.Time from rise to escalation
Then what
Threshold armed on rate of change per catchmentCountry headStanding, no return date
Threshold
One issue rising sharply in one catchment across 48 hours
Fires
Fires to the country head and the store together, with the source posts attached
Country headMarketingOSDeployOneSenseDeployOneConverse
Approve

Reviews for Muscat stores name the same issue and it is not reaching the stores

Muscat
What happened
Public reviews and social posts across Muscat concentrate on a single operational issue, in more than one language, rising over four weeks. The individual stores see their own reviews and not the pattern.
Why it matters
A pattern across a city is an operations finding wearing a marketing costume. Handled as reputation it produces replies. Handled as operations it produces a fix, and the reviews change on their own.
Already done
Mentions are coded by store, language and issue, with the operational read separated from the sentiment.
Worth
AED 588k to AED 2.0m a yearModelledAn operational issue visible in public across a city. Value is the traffic effect of the issue, times the share recoverable once it reaches the stores as operations rather than reputation.Mentions naming the same store issue
Then what
Coded pattern to the city and the affected storesCity retail leadReports back 23 Sept
If approved
The coded pattern goes to the city and the affected stores with the detail
If declined
Each store keeps seeing its own reviews and the city pattern stays unassembled
City headMarketingOSDeployOneSenseDeployOneConverse
Also open at
Declined

The system drafted a reply to a public complaint and did not post it

Fahaheel
What happened
A complaint naming a store and a staff member appeared publicly. A reply was drafted. Nothing was published.
Why it matters
A public complaint is a person having a bad experience in front of an audience. An automated reply reads as exactly what it is, and it makes the thread worse. The draft saves the person time, the person does the replying.
Already done
Drafted and routed to the named owner for that channel, with the store context attached.
Exposure
Not a revenue lineAn automated reply to a public complaint reads as automated and extends the thread in front of the audience it was meant to reassure.Complaint replies drafted, not published
Then what
Draft routed to the named channel ownerCountry marketingReports back 17 Sept
Override
Nobody. Refused at design
Cost of overriding
An automated reply to a public complaint reads as automated and extends the thread
GroupMarketingOSDeployOneSenseDeployOneConverse