All world models
World model · 10
Retail & Consumer

Decisions that follow the customer home.

Pricing, assortment, location, loyalty. Each decision shapes the customer relationship over years. Get them right and you build a brand. Get them wrong and the customer quietly leaves, taking the segment with her.

World model · Retail & Consumer

Helios Brain for Retail & Consumer.

Retail is the industry where consumer behavior data is richest but decision frameworks are weakest. Most retail decisions are made on instinct dressed in analytics. We give the discipline that protects margin, customer relationships, and brand value at the scale where these decisions are made.

All world models
What this world model rehearses

6 decisions, tested before they are made.

01

Store network optimization

Test opening, closing, and format change decisions across the network. See impact on customer access, segment retention, and total revenue across the catchment. Identify the network shape that serves the customer base sustainably.

02

Pricing and promotion strategy

Run promotional and pricing strategies against customer purchase patterns before deploying. See basket impact, margin effect, and competitive response. Identify the strategies that build loyalty versus those that train discount-seeking.

03

Assortment and category management

Test category mix changes against actual customer behavior. See cross-category effects, segment retention, and operational implications. Identify the assortment that serves your real customers versus the assortment that serves industry benchmarks.

04

Loyalty program design

Simulate loyalty program structures against customer segments before launching. See engagement, redemption, and economic impact patterns. Identify the design that creates genuine attachment versus the design that subsidizes existing behavior.

05

Private label and supplier strategy

Test private label expansion and supplier consolidation decisions against category dynamics. See customer response, supplier relationship effects, and margin implications. Make decisions that strengthen the proposition without breaking critical partnerships.

06

Omnichannel investment

Project the long-term impact of digital, physical, and hybrid channel investments. Identify the channel mix that serves the customer base efficiently versus the mix that chases the loudest channel trend.

Hands on · who runs this loop

Three desks, one substrate.

Commercial Director
01

Tests pricing against the actual basket.

Promo, mix, and competitive response simulated per cohort.

Outcome
Margin protected without training discount-seeking.
Head of Network
02

Sees the catchment effect of every opening.

Foot traffic, segment retention, total network revenue modelled.

Outcome
Network shape that serves the customer base sustainably.
Loyalty Lead
03

Designs programs before launching them.

Engagement, redemption, and economics tested per segment.

Outcome
Loyalty that creates attachment, not subsidies.
Compliance context

Built for the regulations that govern your sector.

01EU consumer protection directives
02Digital Services Act compliance
03Data Protection regulation for loyalty programs
04Supply chain due diligence requirements
From the retail & consumer room

We rehearse the policy change in their model first, then walk into the credit committee with the full picture. The questions get answered before they are asked.

Chief Risk Officer·European Tier-1 Bank