Problem

Wholesale distribution is a large but operationally manual industry: Whitespace’s company profile describes it as a $60 trillion global industry in which 30–50% of a typical distributor’s staff are devoted to back-office work. Teams often copy information between inboxes, spreadsheets, and ERPs, creating labor costs, slow customer response, stock-outs, excess inventory, and tied-up cash. The clearest killer use case is order entry: one cited customer had six representatives manually typing roughly 600 order lines from email into its ERP every day.

Product / Service

Whitespace is a vertical AI operating system that sits on top of a distributor’s existing systems rather than replacing its ERP. It connects to ERPs, email, and other business tools to create a living model of the company, then deploys configurable, self-improving AI agents. These agents can forecast demand, recommend reorder quantities using stock levels, open purchase orders, and supplier lead times, monitor inventory, enter orders from email or PDFs, respond to customer queries, automate procurement, and support finance and planning workflows.

The delivery model combines software with implementation: Whitespace connects the customer’s systems, configures agents around real workflows, tests them, and deploys them with the team, with most businesses reportedly going live in two to four weeks. The intended benefit is to reduce stock-outs and excess stock while allowing distributors to process more work without adding headcount; the company claims 80%-plus productivity gains in key workflows and a typical three-month payback.

Market

Whitespace competes in vertical AI and workflow-automation software for wholesale distribution, with a broader positioning as an AI operating system for distributors. Its initial wedge is inventory planning and replenishment, but its platform spans order management, procurement, customer service, finance, accounting, pricing, margin analysis, and executive planning. It targets sectors including industrial, electrical, plumbing, HVAC, building materials, foodservice, consumer goods, and textile and apparel distribution.

The competitive set includes specialist inventory-optimization and replenishment tools, ERP-adjacent automation products, and newer vertical-AI platforms such as Plato, which also targets wholesale distribution sales and repetitive tasks. Whitespace appears to have moved beyond a purely pre-revenue concept: it is backed by Y Combinator, publicly names customers including Kingfisher Direct and a fabric wholesaler, and launched publicly in July 2026. The available materials do not disclose revenue, customer count, or funding beyond the Y Combinator backing, but they do report customer deployments, live product metrics, 80%-plus workflow productivity gains, and a three-month typical payback.