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.

Data lake and feeds

One lake, four layers, twelve live feeds

Nothing in this operating system invents a number. Every claim traces back to a feed, a layer and a moment. Agent memory is a first-class layer: what each agent saw, what it proposed, and what a person decided.

6.4 PB landed2,138 tablesAgent memory storedQueryable by the Brain

Landing

6.4 PB

Raw events and files exactly as the source sent them.

1240 tables · live

Cleaned

2.1 PB

Typed, de-duplicated, country and currency normalised.

640 tables · 5 min

Business model

480 TB

Store, basket, member, colleague, supplier, asset.

210 tables · 15 min

Agent memory

96 TB

What each agent saw, proposed, and what a human decided.

48 tables · live

Feed quality

Quality is measured as the share of rows that pass the feed's own contract. Anything below 90% is stated wherever it is used.

Every feed

Filter by domain.

FeedDomainVolumeQualityFreshness

Point of sale

See consuming agents
Retail2.4bn97%3 min

E-commerce orders

See consuming agents
Digital68m96%live

Loyalty and consent

See consuming agents
Customer8.4m89%live

Stock and movements

See consuming agents
Supply1.1bn92%10 min

Supplier invoices

See consuming agents
Finance140m88%daily

Aisle cameras

See consuming agents
Retail180m84%live

Chiller and asset telemetry

See consuming agents
Property410m91%live

Roster and attendance

See consuming agents
People310m94%hourly

Conversations

See consuming agents
Customer22m90%live

Public mentions

See consuming agents
Brand31m78%15 min

Market prices

See consuming agents
Merchandising88m86%daily

Meter reads

See consuming agents
Property620m82%15 min

Data contracts

Each contract names an owner. A breaking change is announced before it lands, never after.

store.basket.v3

Owner: Retail data

Breaking changes: None in 90 days

18 agents and views consume this

Trace consumers

member.consent.v2

Owner: Loyalty

Breaking changes: None in 90 days

11 agents and views consume this

Trace consumers

supply.shelf_truth.v1

Owner: Supply chain

Breaking changes: 1 change, announced

14 agents and views consume this

Trace consumers

finance.invoice_line.v4

Owner: Shared services

Breaking changes: None in 90 days

9 agents and views consume this

Trace consumers