Salesforce and Nvidia’s new reasoning model is everything the AI labs should fear
Salesforce has introduced Koa, a new reasoning AI model built on Nvidia’s Nemotron architecture, designed specifically for enterprise tasks like sales and customer support. This move signals a shift in the enterprise sector toward using specialized, sovereign models rather than relying solely on general-purpose frontier AI labs.
Why it matters
It highlights a growing trend of enterprises seeking to reduce dependence on external AI labs by building or adopting proprietary, task-specific models with clearer data provenance.
A new AI model called Koa is one of the biggest announcements from Salesforce this week at its giant Dreamforce tech conference. Koa is the company’s first reasoning model, built on Nvidia’s open-weight Nemotron model. The two companies worked together to post-train Koa to excel at sales, marketing, and customer-support-related tasks.
Koa is a shining example of how the enterprise world’s needs for AI are diverging from what the frontier labs are offering. Proprietary AI labs would rather have enterprises uploading files, code, prompts, and feedback directly into their models and agents, and spending millions to do so.
But with the model, Salesforce is offering its enterprise customers:
Koa will be provided as an alternative to the other models Salesforce offers in its Agentforce platform, where its customers build agents to handle rote tasks like answering customer service questions or scheduling appointments.
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