AI Demand Lifts Margins, but Inventory Climbs 57%
Manufacturers tied to AI infrastructure should track whether rising inventory converts back to cash as expected next quarter.
Updated on Nov. 2, 2026 in Manufacturing

Advanced Energy Industries grew third-quarter revenue 50% year over year to about $696 million, and GAAP earnings per share more than doubled to $2.80. Shares rose about 10% in early after-hours trading.
Why it matters
Research and overhead costs do not grow with every order, so most extra sales dollars fell to profit, a pattern that matters for any manufacturer weighing how to scale output. Growth is tied to AI spending, since AI servers and chip-making tools both need precise power conversion.
Revenue reached about $696 million, up 50% from a year earlier, while operating expenses rose only 17%. Semiconductor equipment revenue hit $322 million, up 64%, and GAAP operating margin roughly doubled to 20.6% from 10.6%.
The players
Advanced Energy Industries
A publicly traded maker of precision power conversion products used in semiconductor manufacturing, data center computing, and industrial equipment.
The details
Operating expenses rose far more slowly than revenue, so most of the additional sales dollars flowed to operating profit. Inventory has jumped 57% since December as the company builds stock for demand and ramps its factory in Thailand. A higher tax rate kept net income from rising as fast as operating income, and operating cash flow covered only slightly more than half of net income this quarter.
Timeline
Third quarter 2026: revenue and earnings growth reported.
December 2025: baseline before inventory rose 57%.
Fourth quarter 2026: revenue guidance of $710 million to $760 million.
Market Landscape
Demand for precise power conversion is tied to the AI data center buildout, which is pulling suppliers like Advanced Energy into faster growth than general industrial demand. The quarter shows that tie directly, with data center computing revenue up 49% alongside semiconductor equipment growth of 64%.
Manufacturers should watch how fast inventory converts to cash, since a 57% build can strain working capital even when sales are strong. Suppliers tied to AI infrastructure may see demand and margin pressure from their own customers' spending cycles.
The takeaway
Operating leverage is working in this quarter's numbers, but the 57% inventory build and weaker cash conversion are the line to track. Operators should watch whether inventory converts to cash in the next quarter as management expects.
What happens next
Fourth-quarter revenue guidance of $710 million to $760 million sets the next checkpoint, and management expects inventory to begin converting back into cash next quarter.
Further reading
For more on how manufacturers scale output and manage inventory, see the Manufacturing section.









