IBM and Together AI Sign Multi-Year Agreement to Scale Open-Source AI Inference with NVIDIA AI Infrastructure on IBM Cloud
IBM (NYSE: IBM) said it signed a multi-year $240M agreement with Together AI to deploy a large inference cluster on IBM Cloud using NVIDIA HGX B300 systems, with expected availability in Q1 2027. Together AI will run open-source model inference on the cluster. Together AI reported serving 400 trillion tokens monthly and raised $800M Series C at an $8.3B valuation.
How this was made
The 30-second read
Why it matters
For IBM, the key trading angle is incremental visibility into enterprise AI infrastructure demand via a sizable multi-year agreement, with the main execution milestone targeted for Q1 2027. For the broader market, it signals continued enterprise adoption of GPU-accelerated inference stacks and open-source deployment models.
Market read
A concrete, multi-year AI infrastructure agreement with a stated contract value and deployment timeline, likely supportive for IBM Cloud AI positioning but with limited immediate earnings visibility.
What to watch
The article does not specify customer commitments, margin economics, or revenue recognition schedule; traders may need to wait for disclosures in IBM filings or customer onboarding metrics.
Background
IBM and Together AI are partnering to run open-source model inference on IBM Cloud using NVIDIA HGX B300 systems and NVIDIA Spectrum-X Ethernet networking.
Ticker impact
IBM announced a multi-year $240M agreement with Together AI to deploy NVIDIA HGX B300 inference clusters on IBM Cloud, expected Q1 2027 availability.
Modest positive bias for IBM on deal credibility, with follow-through likely tied to execution and customer adoption rather than immediate earnings.
The article discloses contract size ($240M) and deployment timeline (Q1 2027) but provides no immediate financial guidance or booked revenue timing, suggesting gradual impact.
Market effects
Reinforces the enterprise shift toward GPU-backed inference platforms and open-source model deployment, potentially increasing competitive pressure on other cloud providers’ AI inference offerings.
Primarily US enterprise cloud demand signal, with global enterprise adoption implications.
Supports continued global scaling of NVIDIA-based inference infrastructure in major cloud ecosystems.
Counterpoint
A large headline contract may not translate into near-term earnings if revenue recognition is back-end loaded and customer ramp is slower than expected.
Key entities
- public_companyIBM
Announced the multi-year $240M agreement to deploy NVIDIA HGX B300 inference clusters on IBM Cloud for Together AI.
- public_or_private_companyTogether AI
Open-source model inference provider using the IBM Cloud cluster; reported serving 400 trillion tokens monthly and raised $800M Series C.
- public_companyNVIDIA
Provides HGX B300 systems and Spectrum-X Ethernet networking referenced as core infrastructure for the cluster.



