Amazon Opens Lending to All Sellers and Pushes AI Into Supply Chain

Amazon will open Amazon Lending to every seller, ending the invitation-only model and adding SBA 7(a) government-backed financing of up to $5 million, the company announced during the September 24 General Session at Amazon Accelerate 2026.

"No invitation requirements. You can check your eligibility and apply directly in Seller Center," Amazon told attendees.

The lending expansion was the most consequential announcement for small businesses in a broad package of changes covering AI tools, inventory visibility, faster delivery, B2B selling and international expansion. Several of the moves target sellers that lack dedicated finance, logistics or data-analysis teams.

Lending expands beyond invitations

Amazon said it has added lending partners and financing options, including lines of credit for qualifying sellers. Sellers can now carry more than one loan at a time. Amazon presented an example in which a seller uses a line of credit to fund inventory while simultaneously taking a traditional loan for a larger expansion.

That structure lets sellers separate short-term working capital from longer-term investments. A seller preparing for the holidays may need inventory months before the resulting sales revenue arrives.

The risks of borrowing remain. Amazon noted that sellers still need to evaluate interest rates, repayment requirements, cash flow and the consequences of carrying multiple financing products at once. Easier capital supports growth only when additional sales or efficiencies justify the cost of borrowing.

Seller Assistant becomes a supply chain operator

Amazon is repositioning Seller Assistant from a question-answering tool into an operational decision-maker.

"We're building intelligence across every part of the business and putting it to work for you," the company said.

Amazon described Seller Assistant as an always-on supply chain expert that identifies potential inventory problems, explains why it recommends an action, and generates personalized plans based on inventory levels, receiving capacity and carrier schedules. If inventory runs low, the system can recommend how many units to send and where. Amazon said it can evaluate millions of possible plans while accounting for real-world constraints. Once a seller approves a recommendation, Seller Assistant can create shipments, choose quantities and select facilities.

The capabilities launch in beta with sellers this week and expand to U.S.-based sellers in the coming months.

Sellers will still need to weigh AI recommendations against their own knowledge of seasonality, supplier reliability, cash flow and shifts in demand.

End-to-end inventory visibility

"In the coming months, we're launching end-to-end inventory visibility," Amazon said. The system shows sellers where inventory sits as it moves through Amazon's fulfillment and distribution network, using a digital twin of the network to account for carrier delays and other disruptions.

New Action Center alerts will warn sellers when they risk running out of stock. In October, U.S. sellers gain additional information showing when incoming inventory should become available to customers with a Prime delivery promise.

Better visibility addresses two expensive failure modes: stocking out of a successful product, or sending too much inventory into Amazon's network and incurring storage costs and aging inventory surcharges.

Product research and 90-day launch plans

Amazon is expanding Opportunity Explorer so product opportunities reach sellers before they actively search. Recommendations identify products customers want, desired features and potential price points. Sellers can also submit their own product ideas for validation against Amazon customer activity and similar products already in the category.

By the end of next month, Seller Central will offer personalized 90-day product launch plans. Recommendations cover listing quality and A+ Content, inventory and fulfillment, advertising, keywords, plus available incentives, credits and fee-related programs.

Neither tool eliminates launch risk. Manufacturing costs, supplier performance, competition and consumer behavior still determine whether an idea succeeds.

Faster delivery, for a fee

"How fast can I get it? That's the question every customer asks," Amazon said. The company now offers three-hour delivery in more than 2,000 cities and towns and one-hour delivery in 850 cities, and expects to deliver more than 500 million items from same-day facilities this year.

Amazon already positions products in its fastest delivery network based on expected demand. Now participating sellers can pay to select which of their products get faster placement. The program has launched with 15,000 sellers and opens more broadly later this year. Sellers will need to compare the placement cost against the additional sales it generates; thin-margin or slow-demand products may not justify the fee.

B2B, profitability tools and global expansion

Amazon introduced Amazon Business Deals, which lets sellers create exclusive incentives, volume-based pricing and business-targeted advertising for organizations buying through Amazon Business. Amazon said business buyers place larger orders than individual consumers, creating an opening for products suited to offices, schools and health care organizations.

Profit Analytics will consolidate revenue and cost data across advertising, fulfillment, refunds and returns, and will increasingly surface alerts and recommendations directly to sellers. By early next year, Seller Assistant will model "what-if" scenarios, showing how pricing or inventory decisions might affect margins before sellers commit.

On international selling, a new Seller Central experience consolidating sales and inventory data across markets arrives in fuller form by November. Amazon said it will use its data to identify countries where demand exists, translate listings, assist with compliance and recommend local pricing. Further ahead, sellers could serve multiple countries from a single pool of inventory rather than pre-allocating stock by market. Amazon is also developing tools to identify compliance and certification requirements before manufacturing begins.

Logistics beyond Amazon's own network

Amazon Global Logistics will move inventory to destinations beyond Amazon fulfillment centers, including sellers' own warehouses and warehouses operated by other retailers. A "Placement at origin" model for products manufactured in China lets sellers consolidate inventory near the manufacturing source while Amazon handles routing to U.S. regions, documentation and other logistics steps.

Taken together, the announcements show Amazon using AI and its logistics infrastructure to absorb tasks small sellers traditionally handled manually or through outside providers. Product research, profitability analysis, inventory planning, financing, international expansion and fulfillment are converging inside Amazon's seller ecosystem. For sellers, the practical task is deciding which tools measurably improve the business without adding costs or dependencies that outweigh the benefit.