Salesforce Unveils Koa, a CRM Reasoning Model Powered by NVIDIA
Salesforce has partnered with NVIDIA to develop Koa, its first dedicated CRM reasoning model. The model is designed to power Agentforce and has already been implemented internally within Slack for employee task automation. It's currently in pilot implementations with customers including Baxter Credit Union, Formula 1, UChicago Medicine, Xero, 1-800Accountant, and Engine.
Koa operates by treating Salesforce's metadata architecture as its operational map, allowing it to interpret explicit business rules and enforce row-level permissions deterministically. This approach helps prevent the broken workflows and API crashes that occur when generic models encounter custom validation rules.
The deployment avoids per-customer model fine-tuning, instead relying on Salesforce Data 360 to resolve identities and assemble curated dossiers at the exact moment of invocation. By grounding reasoning in metadata rather than static model weights, Koa navigates enterprise records more effectively.
Salesforce expects general availability across U.S. cloud regions in winter 2026, accompanied by an expansion into Missionforce to deliver sovereign, air-gapped Nemotron deployments for defense and regulated public-sector organizations.