Impala

Impala AI is an enterprise AI infrastructure company developing a stack for large language model (LLM) inference — the process of running trained models in production. Its platform deploys directly into a customer's own virtual private cloud (VPC), giving teams a serverless-style experience while the company manages GPU capacity, provisioning, scaling and optimization behind the scenes. The offering is described as multi-cloud and multi-region, and is positioned to let organizations retain control over their data, spending and choice of cloud provider, supporting compliance requirements and avoiding the data-handling exposure associated with external inference providers.

At the core of the product is a proprietary inference engine built for large-scale model deployment. The company states its approach delivers up to a 13-fold reduction in cost per token on unmodified models relative to existing platforms, without rate limits or capacity constraints, and that it addresses GPU supply constraints by scaling across clouds and regions. Its initial use case is data processing. In later launch materials the platform is also framed as a centralized orchestration and operating layer for enterprise AI, unifying data pipelines, model execution, monitoring, cost management and governance so that teams can deploy any model or framework through a consistent process and apply standardized policies across workloads.

The company is led by CEO Noam Salinger, previously an executive at Granulate (acquired by Intel), and CTO Boaz Touitou (also rendered Boaz Twito).

Business model

Impala AI supplies enterprise AI infrastructure software: an inference and orchestration layer deployed inside customer cloud environments rather than a hosted LLM service, with the vendor managing GPU capacity and scaling on the customer's behalf.

Traction

Emerged from stealth in October 2025 with $11 million in seed funding and reported that it was already working with Fortune 500 companies, with plans to expand its customer base globally. The platform was announced as officially launched in November 2025.

Latest developments

On 29 October 2025 the company emerged from stealth with an $11 million seed round led by Viola Ventures and NFX, earmarked for team expansion, product development and enterprise customer adoption. On 19 November 2025 it announced the official launch of its enterprise AI orchestration platform and plans to expand engineering, platform capabilities and enterprise integrations.