Assortment Intelligence, Reimagined.
Powered by our Demand Science AI Agent, Orbix Assort monitors demand signals 24/7, surfaces whitespace opportunities, and recommends assortments based on where demand is heading, not where it has been.
Demand intelligence from 350K+ brands
What Orbix Assort does for you
Plan assortments with confidence, powered by real demand.
01
Demand Whitespace Optimization
Find demand gaps hiding in plain sight. Orbix Assort surfaces demand patterns before they hit mainstream, turning assortment planning from guesswork into signal-driven decisions.
02
Attribute Mix Optimization
Attributes mapped to demand. In real time. Balance depth vs breadth based on demand distribution. The agent shows which attributes have momentum and where the whitespace is.
03
Price Architecture Optimization
Demand-led pricing. Price bands scored. Over indexes flagged. Under indexes surfaced. You see where demand lives and where margin hides.
04
Localization Built In
Every market buys differently. Orbix Assort tracks how category demand, attribute preferences, price sensitivity, and timing shift across geographies. Localization sits at the core of the buy.

Stylumia was recognized as a finalist in the Accenture Innovation Challenge
INTEL chooses Stylumia as a member of its AI Builders program
NASSCOM Deep Tech Club: Stylumia part of Deep Tech Club
Winner in Retail Amazon AI Conclave Award 2019
SAP.iO Foundry Berlin chooses Stylumia for its first Data & Analytics Program
Stylumia was recognized as a Top 100 global startup finalist in the Entrepreneurship World Cup (EWC) in 2020.
Stylumia won the Aegis Graham Bell Award for AI Innovation In Retail for the year 2021.

Stylumia won a National Startup Award in the "Enterprise Technology" category in the 2022 edition.

Stylumia has been mentioned in Forbes and Forbes India articles, recognized as a standout startup in fashion tech that uses AI to tackle significant industry challenges
Lowe’s Innovation Labs Chooses Stylumia as part of their CONSTRUCT program for startups.
Stylumia was selected as one of the top 10 startups for the 7th cohort of the Target Accelerator Program

Stylumia was recognized as a finalist in the Accenture Innovation Challenge
INTEL chooses Stylumia as a member of its AI Builders program
NASSCOM Deep Tech Club: Stylumia part of Deep Tech Club
Winner in Retail Amazon AI Conclave Award 2019
SAP.iO Foundry Berlin chooses Stylumia for its first Data & Analytics Program
Stylumia was recognized as a Top 100 global startup finalist in the Entrepreneurship World Cup (EWC) in 2020.
Stylumia won the Aegis Graham Bell Award for AI Innovation In Retail for the year 2021.

Stylumia won a National Startup Award in the "Enterprise Technology" category in the 2022 edition.

Stylumia has been mentioned in Forbes and Forbes India articles, recognized as a standout startup in fashion tech that uses AI to tackle significant industry challenges
Lowe’s Innovation Labs Chooses Stylumia as part of their CONSTRUCT program for startups.
Stylumia was selected as one of the top 10 startups for the 7th cohort of the Target Accelerator Program
Blogs
The Orbix Assort Blog
Shaping the Future of Retail with Data-Driven Insights, Smarter Decisions, and Sustainable Growth.

The Assortment is dead: long live the assortment space
Your assortment planning process is broken, and deep down, you know it. You spend months debating which SKUs to cut, which to add, and how to balance breadth with depth. But the moment your customer walks into your store or lands on your site, that carefully curated list becomes irrelevant. Why? Because you’re still operating under the illusion that a single, fixed assortment can serve everyone. It cannot. The future of retail lies in designing an assortment space, an adaptive, context-aware system that dynamically resolves into the right products for each customer. If you’re not building this now, you’re already behind.
Ganesh Subramanian | December 15, 2025

Overcoming endowment bias in merchandising strategy
Retailers today face a paradox: while the industry demands rapid innovation, many organizations remain anchored to outdated systems and processes. This inertia is not just operational,it is psychological. The endowment bias in merchandising, a cognitive bias rooted in behavioral economics, causes retailers to overvalue existing merchandising systems and processes simply because they already own them. This bias leads to resistance to retail innovation, inefficient assortment planning, and a hidden “innovation tax” that drains significant value from the business.
Ganesh Subramanian | November 5, 2025

Rethink product mix with first principles assortment design
In an era where retail is being reshaped by technology, consumer behavior, and supply chain innovation, legacy assortment strategies are no longer enough. Retailers who continue to rely on historical sales data, supplier-driven lineups, and outdated category structures are optimizing for a world that no longer exists. To stay competitive, it’s time to apply first principles assortment design,a strategy that rebuilds product mix decisions from the ground up based on fundamental customer needs, not inherited assumptions.
Ganesh Subramanian | December 28, 2025






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