IBM Inc. (NYSE:IBM) stunned investors on July 10 when its preliminary second‑quarter 2026 revenue fell short of analyst forecasts, triggering a 25 % slide in the company’s share price – the steepest one‑day drop in its history.

In a letter to shareholders issued ahead of the earnings call, chief executive Arvind Krishna warned that the firm’s mainframe business would be eroded by a broader industry pivot toward memory, storage and GPU‑centric infrastructure, a shift amplified by the rapid rise of artificial‑intelligence (AI) workloads.

Krishna projected total revenue of $17.2 billion, 1 % growth year‑over‑year, but still below the $17.86 billion consensus estimate. Software revenue is slated to climb 5 %, while infrastructure revenue – dominated by the mainframe segment – is expected to contract 7 %. The company had earlier hinted that infrastructure sales would dip by a “low‑singlet” digit percentage for the quarter and the year; the final weeks of June revealed a sharper downturn as customers redirected capital expenditures toward servers, storage and memory components.

The IBM Z family of mainframes has long been a cornerstone of the company’s hardware portfolio. The Z17, announced in 2025, was marketed as an AI‑centric platform with built‑in acceleration. Yet, according to Krishna, the AI boom has prompted enterprises to prioritize high‑capacity memory chips and storage drives to support AI training and inference, leaving fewer budgets for new mainframe purchases.

Supply‑chain constraints, initially anticipated, proved more pronounced than expected. “We expected some supply‑chain‑related disruptions, but the scale of the change in customers’ capital‑expenditure priorities was larger than anticipated,” Krishna wrote. Additional factors contributing to the infrastructure decline include heightened cybersecurity concerns and the company’s difficulty in keeping pace with rapidly evolving market conditions.

IBM’s software arm, bolstered by the Red Hat acquisition, remains a growth engine. Red Hat is projected to grow 11 % compared with the previous quarter. The firm is also launching Lightwell, a subscription service that leverages Anthropic’s Mythos AI model to accelerate the detection and remediation of open‑source security vulnerabilities. Lightwell is part of a $5 billion investment announced by IBM and Red Hat to address the growing threat of AI‑generated cyber attacks.

The preliminary earnings report also disclosed that IBM’s adjusted earnings per share (EPS) for the quarter were $2.93, below the $3.02 consensus estimate. The shortfall in both revenue and EPS drove the sharp decline in the stock price.

Analysts now reassess IBM’s guidance for the remainder of the year. While the company remains in a solid financial position, the shift in customer spending patterns underscores the broader impact of the AI boom on traditional hardware businesses.

Looking ahead, IBM is likely to double down on its software and cloud offerings while managing the transition of its mainframe portfolio. The company has already announced plans to continue investing in AI‑enhanced infrastructure, including the upcoming Z17, but the current market dynamics suggest that a more balanced approach between hardware and software will be necessary to sustain growth.

In sum, IBM’s Q2 2026 results reveal a modest revenue increase but a significant decline in its infrastructure segment, driven by an industry‑wide pivot toward AI‑centric hardware. The stock reaction and earnings shortfall highlight the challenges faced by legacy hardware vendors in an era of rapid AI adoption. IBM’s continued investment in software, cloud, and AI‑focused initiatives such as Lightwell will be key to its future performance.