9 October 2026International edition
Vol. I · No.
9 October 2026
AI in Fashion
DAILY
The daily briefing on AI in the fashion business
Where fashion meets artificial intelligence.
Wholesale & B2B · Case Study

How Kontoor Brands (Wrangler, Lee) runs wholesale and planning: what it discloses

Wholesale is Kontoor's largest channel, planned through regional control functions and ERP. Its filings mention AI only as a risk and name no digital showroom.

three assorted-color denim bottoms
Photo: Mnz / Unsplash

KEY TAKEAWAYS Summary by the editors

  1. Kontoor Brands' annual report for fiscal 2025 states that U.S. Wholesale accounted for approximately 64 percent of net revenues, International Wholesale approximately 21 percent and direct-to-consumer approximately 15 percent.
  2. Kontoor says its regional planning control functions develop brand-specific demand requirements, which feed its ERP planning systems.
  3. The fiscal 2025 and 2024 annual reports mention artificial intelligence as a technology to utilise successfully and as a tool for cyberattacks, but describe no AI planning system.
  4. Neither annual report reviewed refers to a digital showroom or B2B ordering portal, so Kontoor's wholesale ordering technology is not publicly documented there.
  5. Kontoor reports that a portion of U.S. Wholesale revenue comes from digital sales on its wholesale partners' websites, and that third-party e-commerce platforms are a growing part of the channel.

Kontoor Brands, owner of Wrangler, Lee and Helly Hansen, is a wholesale-led company, and its filings describe planning through regional control functions and a global ERP system. They mention AI as a technology risk and as a cyberattack tool, not as a deployed planning engine. They also do not name a digital showroom or B2B ordering platform, so claims about either at Kontoor are not supported by these filings.

This case study sets out how a large denim and workwear group describes its wholesale model and planning, what that implies for digitisation, and what remains unpublished.

How important is wholesale to Kontoor Brands?

For fiscal 2025 (the year ended 3 January 2026), the company states that U.S. Wholesale is its largest channel at approximately 64 percent of net revenues, International Wholesale approximately 21 percent and direct-to-consumer approximately 15 percent. The U.S. channel includes mass merchants, specialty and sporting goods stores, department stores and digital marketplaces. Sales to wholesale customers are generally on a purchase order basis.

The fiscal 2024 report gave different proportions, with U.S. Wholesale at approximately 73 percent and non-U.S. Wholesale at approximately 15 percent of net revenues. Readers comparing years should check the filings for the reasons behind the change and not assume a like-for-like shift.

How does Kontoor plan demand and inventory?

The inventory management section of the 10-K says regional planning control functions develop brand-specific demand requirements in close collaboration with the U.S. business, capturing channel-specific supply needs that feed into its ERP planning systems. The company monitors changes in demand and supply, synchronises operations to optimise inventory, and balances availability against cash flow.

The prior-year report refers to managing inventory levels based on existing orders and anticipated sales, using the global ERP system and inventory optimisation tools. For a wholesale-led company, existing orders are a primary input, which is why the quality of order data matters more than any specific algorithm.

What Kontoor's filings say about wholesale technology and AI
TopicDisclosureGap
Wholesale orderingPurchase order basis; no portal or digital showroom namedOrdering tools unknown
Wholesale partner digital salesA portion of U.S. Wholesale revenue comes from partners' websitesShare not quantified here
PlanningRegional planning control functions; global ERP planning; inventory optimisation toolsMethods not described
Data analyticsInvestment in advanced data analytics through the ERP infrastructureUse cases not described
AINamed in technology and cybersecurity risk factorsNo deployment described
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What do the filings say about AI?

Both reports list the successful use of data analytics, artificial intelligence and machine learning among the technology changes the business must keep pace with, in the competition and technology risk factors. They also note that cyberattacks are increasingly sophisticated and may use AI. There is no description of an AI forecasting, allocation or ordering tool.

The filings do refer to investment in advanced data analytics, delivered through the global ERP infrastructure. That is a sensible foundation, but analytics is not the same as AI, and the company does not say which analytical methods are in use.

What does digitising wholesale involve for a group like Kontoor?

Kontoor's filings highlight that a growing part of wholesale sales happens on partners' e-commerce sites and marketplaces. That raises practical questions that any wholesale-led brand faces, whether or not Kontoor has solved them publicly:

The sector context supports the focus: a 2025 BlueCherry and CGS survey of more than 300 fashion executives, reported by Supply Chain 247, found 77 percent ranked demand planning tools a top priority for 2025. The survey does not name Kontoor.

  • Product data: consistent images, attributes and sizes must reach each partner's site.
  • Order capture: buyer selections, quantities and delivery windows need a structured digital record that planning can read.
  • Sell-out visibility: partner sales data, where shared, improves replenishment and next-season buys.
  • Channel conflict: brand-owned and partner e-commerce need clear pricing and assortment rules.

What is not known about Kontoor's wholesale technology?

The filings do not say how buyers place orders, whether a digital showroom is used, how sell-through data from retailers is received, or whether machine learning supports forecasts. They report no results. Anyone writing about Kontoor and AI should cite these limits rather than extrapolate from the sector.

How should wholesale-led brands judge digital showroom and AI claims?

Because Kontoor's filings are silent on ordering tools, this case is a useful reminder that a missing public description is not a gap in capability. Large wholesale brands may run mature ordering processes that they never describe in a 10-K. It is also true that vendors and commentators sometimes attach well-known brand names to technologies without company confirmation. Readers should look for a statement from the company, a named executive or a regulatory filing.

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How to schedule buyer appointments with AI during market weeks

What would a planner need from wholesale data before using AI?

For a wholesale-led company, the order book is the planning backbone. Before any model can add value, the order book must be reliable and timely. That means buyer selections captured in a consistent structure, cancellations and changes recorded with dates, delivery windows linked to production and shipping plans, and partner sales data matched to the same product identifiers.

Wholesale data prerequisites for AI-assisted planning
DataWhy it mattersCommon problem
Order lines by buyer and delivery windowPrimary demand signalOrders held in email or spreadsheets
Cancellations and changesShows how firm the order book isNot recorded with reasons
Sell-out data from partnersInforms reorders and next-season buysShared late or not at all
Product master dataAllows comparison across seasons and brandsInconsistent attributes and codes

A model trained on incomplete order data will reproduce the gaps. This is why many wholesale digitisation projects begin with capture and clean-up, and why returns from AI tend to follow, not precede, the foundation work.

Readers should also note the limits of a 10-K as evidence. It is written for investors, with legal risk language, and it rarely names systems. Kontoor may use tools that the filing does not describe, and equally the risk wording about AI may be standard text. The responsible reading is that AI is on the company's risk radar and that its wholesale planning rests on ERP and regional planning functions.

Frequently asked questions

Does Kontoor Brands use AI for planning?

Its annual reports mention artificial intelligence as a technology the company must use successfully and as a cyberattack tool, but they describe no AI planning system or results.

How big is wholesale for Kontoor Brands?

In fiscal 2025 U.S. Wholesale was approximately 64 percent of net revenues and International Wholesale approximately 21 percent, according to the annual report. Direct-to-consumer was approximately 15 percent.

Does Kontoor use a digital showroom?

The annual reports reviewed do not mention a digital showroom or B2B ordering portal. Any statement that Kontoor uses one would need a source outside these filings.

How does Kontoor manage inventory?

The company says regional planning control functions develop brand-specific demand requirements that feed ERP planning systems, and that it manages inventory using existing orders, anticipated sales and inventory optimisation tools.

GuideThe complete guide to AI in fashion wholesale and B2BRead the complete guide
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