• CAPABILITIES
    AIDRIAN - AI ASSISTANT
    HINDSIGHTING
    CONSUMER INSIGHTS
    TREND SENSING
    COMPETITIVE INTELLIGENCE
    SCENARIO-BASED ASSORTMENT
    PRODUCT AND DESIGN RANKING
  • RESOURCES
  • About
  • ContactS
  • LOGIN
  • Join our team
REQUEST A DEMO
Join our team
CAPABILITY

Scenario-Based Assortment

Explore multiple versions of the line by adjusting option count, depth, and pricing before committing to a final buy.

Built for teams who need to test and compare different assortment strategies before locking final buy decisions.

Explore scenario-based assortment
Illustration of two t-shirts surrounded by icons representing social feedback, favorites, signal strength, heartbeat, and analytics connected by blue lines.
PROBLEM STATEMENT

Assortment decisions are often finalised through debate, intuition, or late-stage revisions, with limited ability to test alternatives upfront. This leads to misalignment, last-minute changes, and reduced confidence in the final line.

ENSTYLE APPROACH

Scenario-Based Assortment uses AI-supported simulation to let teams explore different line structures before committing. By testing variations in option count, depth, and pricing early, Enstyle helps teams make decisions with evidence rather than assumption.

how it works

Testing the line before committing

Scenario-Based Assortment allows teams to build and compare multiple versions of an assortment in a structured way. Instead of debating hypothetical outcomes, teams can see how different choices change the shape of the line before finalising the buy.

Build alternative line scenarios

Build alternative line scenarios

Teams create multiple versions of the line by adjusting option count, depth, and category focus.

Model impact of changes

Model impact of changes

AI models estimate how changes in structure and pricing affect the overall balance of the assortment.

Compare and align

Compare and align

Teams compare scenarios, understand trade-offs, and align on a final direction before committing to buys.

Explore scenario-based assortment
KEY FEATURES

Capabilities

Scenario-Based Assortment gives teams concrete abilities to explore, compare, and refine line strategies before final decisions are made. These capabilities reduce late-stage changes and support clearer alignment across merchandising, buying, and planning.

Speech bubble icon on a grid background.

Assortment scenario building

Create multiple versions of the line by adjusting option count, depth, and category mix without rebuilding plans from scratch.

Speech bubble icon with grid background and rounded square border.

Depth and breadth testing

Explore how changes in depth and breadth affect the overall shape and balance of the assortment.

Black speech bubble icon on a grid background with rounded corners.

Price architecture simulation

Test different pricing structures to understand how entry, core, and premium tiers shift across scenarios.

Black speech bubble icon on a light grid background with rounded corners.

Scenario comparison and trade-offs

Compare scenarios side by side to clearly see the implications of different decisions rather than debating them abstractly.

Black speech bubble icon on a gray grid background.

Early decision alignment

Align teams earlier in the process by grounding discussions in visible scenarios instead of assumptions.

BUSINESS BENEFITS

What outcomes teams get from Scenario-Based Assortment

Scenario-Based Assortment shifts decision-making earlier in the process. Teams replace assumption-led debate with structured comparison, reduce last-minute changes, and move forward with greater confidence in the final line.

Black checkmark inside a rounded square with a light grid background.
Reduced reliance on assumption-led debate.
Black checkmark inside a rounded square grid with light gray lines.
Fewer late-stage assortment and buy changes.
Black check mark inside a rounded square with a subtle grid background.
Stronger confidence in the final assortment decision.
resources

Ideas, insight, and updates from inside Enstyle

A growing collection of articles, newsletters, Threads, Wraps, product updates, and case studies — focused on how collections are planned, decisions are tested, and lines improve over time. Made for designers and merchandisers who want clear thinking, not noise.

UK Kidswear Market Report

UK Kidswear Market Report

January 22, 2026
/
Reports

Identity in the Age of Overconsumption

December 19, 2025
/
Reports

The Convergence of Utility and Play Through Accessories

September 30, 2025
/
Reports
Newsletter

Our latest articles in your inbox

Thanks for subscribing to our newsletter!
Oops! Something went wrong while submitting the form.
Browse all articles
Join our team
Fashion signals worth paying attention to

A concise view on fashion trends, consumer shifts, and market moves, delivered with context, not hype.

Thanks for subscribing to our newsletter!
Oops! Something went wrong while submitting the form.
About
Resources
Careers
Contacts
Terms of use
DMCA policy
Privacy policy
Cookie policy
General inquiries
hi @enstyle..ai
Customer support
support @enstyle.ai
Talk to founders
Book a meeting

Enstyle Inc. © 2026