IBM Secures $240M AI Infrastructure Agreement with Together AI Amid Q2 Headwinds

IBM has entered a significant multi‑year agreement with Together AI, valued at approximately $240 million, to deploy AI inference infrastructure using NVIDIA HGX B300 systems on its IBM Cloud platform. The deployment is scheduled to begin in the first quarter of 2027 and adds tangible momentum to IBM’s infrastructure segment amid recent challenges, particularly following a disappointing second quarter.

This deal, announced on August 11, 2026, positions IBM to strengthen its foothold in AI infrastructure by hosting high-performance inferencing services powered by NVIDIA technology—a move that directly supports enterprise-scale AI deployment and diversification beyond its traditional software, consulting, and financing segments.

IBM Cloud Gains Momentum with Infrastructure Win

The contract marks a substantive development in IBM’s infrastructure strategy. Following a Q2 earnings report that underscored weak infrastructure and consulting revenues—both of which lagged expectations—the Together AI agreement provides a clear, forward-looking opportunity to boost infrastructure engagement and revenue in coming quarters. In Q2, IBM’s infrastructure revenue declined 7.4% year-over-year to $3.84 billion, with consulting flat at $5.33 billion. These results contributed to a 1.1% overall revenue rise to $17.2 billion, falling short of analyst forecasts.

Context: Q2 Slip and Client Capex Shift

Earlier, on July 14, IBM pre‑warned investors about lagging revenue after clients reallocated capital expenditure toward servers, storage, and memory to lock in scarce AI infrastructure, particularly near the end of the quarter. This client behavior triggered an estimated 20–25% one‑day drop in IBM’s share price—the largest daily decline in company history.

Despite that pullback, IBM leadership highlighted ongoing demand for distributed infrastructure and maintained optimism for a recovery. Management projected low single-digit infrastructure growth for the full year, backed by a realigning pipeline and improving software bookings.

Deal Significance for IBM’s Strategic Segments

This Together AI agreement holds promise for IBM’s infrastructure unit, suggesting renewed momentum in hosting AI workloads even as broader enterprise capex patterns fluctuate. It complements other strategic investments, including the earlier launch of Project Lightwell with Red Hat to secure open‑source software and IBM’s commitment to quantum computing advancements with a $10 billion five‑year investment.

For investors and analysts, the contract may signal an inflection point—one where IBM capitalizes on its cloud infrastructure capabilities to recapture client spend that had drifted in Q2. It also underscores the company’s pivot toward AI‑enabled infrastructure offerings, likely to gain importance as AI workloads expand.

Looking Forward

As IBM moves toward the Q3 reporting period, stakeholders will watch closely for early financial indicators tied to the Together AI deployment, including order bookings, pipeline expansion, and contribution to infrastructure revenue. Given the scheduled 2027 launch, Q4 performance may offer early visibility into impact.

Risks include the timing of infrastructure deployment, the pace of enterprise adoption, and broader macroeconomic factors affecting IT capex. Nevertheless, the Together AI agreement represents a concrete, revenue-generating business development—anchored in IBM’s infrastructure capabilities—amid a period marked by strategic transition and investor scrutiny.

By integrating this multi‑year NVIDIA-powered AI infrastructure agreement with Together AI into its portfolio, IBM demonstrates a path toward rebuilding infrastructure momentum, diversifying revenue streams, and redefining its role in enterprise AI deployment.