SambaNova and Emergys announced a strategic partnership to speed up enterprise agentic AI deployments from pilot stages to full production for corporate clients. Under the agreement, Emergys provides professional services, managed operations, and ongoing platform maintenance for customers using SambaNova hardware.

The growth of autonomous software systems requires significant processing capacity for inference tasks. Consequently, many organizations now seek to run these models on private systems, local infrastructure, or sovereign clouds. Meeting these technical needs requires system integration, capacity planning, and continuous workload monitoring across corporate networks.

Operational Demands of Enterprise Agentic AI

Handling complex models requires specialized infrastructure and regular performance tuning. Organizations adopting enterprise agentic AI must balance energy use with processing speed while managing access to proprietary company data. The collaboration aims to address these technical hurdles by combining hardware delivery with hands-on systems management.

“Tokens are becoming a strategic resource, and more organizations want to produce them, whether to sell as a service, keep in-country, or power their own agents. SambaNova provides the full stack inference solution optimized for energy efficiency and fast inference. Emergys gives customers a proven team to deploy SambaNova’s platform while running and managing it as a production service.”

Abhi Ingle, Chief Customer and Solutions Officer at SambaNova

Hardware Architecture and Software Operations

SambaNova designs full-stack systems powered by its custom Reconfigurable Dataflow Unit chips. Meanwhile, Emergys brings experience operating critical systems within large business environments, expanding access through cloud services for diverse enterprise applications. Together, the two vendors offer customers a dedicated inference environment designed to launch quickly and scale operational workloads without disrupting core infrastructure.

Proven Energy Sector Implementation

The joint workflow builds on prior implementations completed by both organizations. Emergys recently configured a sovereign artificial intelligence system on SambaNova hardware for a major energy supplier, extending automated assistants into engineering services, financial accounting, job safety reviews, and compliance audits. According to data released by Emergys, that installation cut operating expenses by 40 percent.

“We’ve deployed SambaNova for our clients and seen what it does for cost and speed. This partnership gives our customers the dual benefit of leveraging our Inference Engineering expertise as well as our world-class Enterprise Solutions and Data Science & AI practices – resulting in a faster path to production and meaningful business outcomes.”

Krish Prabhu, CEO of Emergys

Global Focus on Sovereign AI Markets

Both companies confirmed plans to pursue commercial contracts in strictly regulated industries, public sector organizations, and sovereign technology programs globally. Furthermore, as global investments in artificial intelligence accelerate, enterprises operating within confidential sectors face strict rules regarding where data resides. Providing on-premises processing options helps clients meet regional compliance standards without compromising speed.

Emergys continues to manage system configurations while SambaNova delivers custom chip units and systems. Together, both companies focus on expanding enterprise agentic AI access for institutions seeking to retain control of computational capacity and internal knowledge repositories.