Forecast new product demand with AI. Improve gross margin by up to 30%.

Clair’s AI-powered Assortment and Demand Planning Platform helps your team build winning assortments and buy seasonal products with confidence. Our customers consistently achieve 20% to 30% improvements in margin.

Problem

Assortment planning and buying have long been more art than science

Experienced teams rely on a mix of past data and intuition to make the right calls — and it works. But as assortments grow and trend cycles accelerate, even the best start to feel the strain.

Profit is made when you buy

Overbuying ties up cash and erodes margins, while understocking bestsellers leads to lost sales and disappointed customers.

Time gets pulled in every direction

Manual processes and fragmented tools leave little space for strategic thinking.

Benefits

Build winning assortments and buy with confidence

Clair fits seamlessly into your daily workflows, surfacing insights and guiding decisions through data.

Spot future best-sellers

Identify high-potential products before launch and invest where it counts.

More time for strategic work

Free Buyers, Merchandisers, and Category Managers from manual spreadsheets and guesswork.

Optimise sizing and variant mix

Fine-tune your variant mix — across sizes, colours,
and styles — to meet true demand.

Avoid costly slow-movers

Redirect your buying budget away from low performers and reduce inventory risk.

Product

Clair is designed to fit into your workflow
with zero heavy lifting

Say goodbye to endless spreadsheets

Clair combines historical analysis, assortment planning, and forecasting into one streamlined workspace

Visually map out your assortment

Organise, adjust and preview your assortment in a clean, intuitive interface. Plan drops and distribution for optimal results.

Accurately forecast demand for new and seasonal products

Let AI guide you through complex demand patterns and skip the pivot tables.

Proven impact

Clair delivers consistent, measurable improvements to buying decisions — validated on real customer data.

30%

Gross
Margin Uplift

Smarter buying drives stronger margins.

17%

Reduction in
Excess Inventory

Optimized size and variant mix reduces over-investment in slow-moving products.

Higher
Sell-through Rates

Higher full-price sales, fewer missed sales, and reduced reliance on heavy markdowns.

70%

SKUs
Performed Better

Improved outcomes for the vast majority of products.

How Clair works

Clair supports key workflows in assortment planning and buying, powering your everyday decisions with data.

Learns from Your Data

By analysing your historical product, sales and inventory data, Clair identifies demand patterns unique to your business.

Understands Product Nuance

Clair interprets aesthetic and functional product attributes on a detailed level to assess each item's potential.

Delivers Actionable Insights

Clair recommends optimal volumes for each variant — helping you meet demand without overstocking.

Who Clair is for

Clair supports the professionals behind assortment and buying, giving you data-backed confidence in what to bring to market.

Buyers

Merchandisers

Category Managers

Industries

Fashion & Apparel

Accessories & Lifestyle

Sport & Outdoor

Home Decor

Baby & Kids

Pet Products