Salesforce Koa CRM AI Built on NVIDIA Nemotron Cuts Errors Threefold
Salesforce unveils Koa, a Nemotron-powered CRM reasoning model with three times fewer errors, October customer pilots and U.S. availability in winter 2026.
Summary
At Dreamforce at Moscone Center on September 15, 2026, Salesforce CEO Marc Benioff and NVIDIA founder and CEO Jensen Huang unveiled Koa, Salesforce’s first CRM reasoning model. Salesforce post-trained open NVIDIA Nemotron 3 Super on a proprietary synthetic corpus reflecting nearly three decades of CRM deployments and scenarios across more than 14 industries, including manufacturing, financial services, healthcare and travel. Supervised fine-tuning and reinforcement learning used NVIDIA NeMo RL, NeMo Gym and NeMo AutoModel. Salesforce controls the weights and runs Koa entirely on its infrastructure; platform and engineering president Rohan Kumar said no customer data is used for training or inference.
Koa matches or exceeds leading models on Salesforce CRM Bench tasks such as updating opportunities, routing cases and scheduling follow-ups, with three times fewer errors. It already powers a Salesforce employee agent in Slack. Customer-selectable Agentforce pilots begin in October with Formula 1, UChicago Medicine, Baxter Credit Union, 1-800Accountant, Engine and Xero, followed by expected U.S. general availability in winter 2026. Huang said open models rose from 30% at the beginning of last year to about 70%, predicted every company, enterprise and country will become an AI or agentic enterprise, rejected AI-driven software decline and job losses, and called safety “job one,” requiring pauses when control or product safety is doubtful. Benioff said AI could empower Salesforce Trailblazers. NVIDIA uses Salesforce across sales, service, marketing and operations and is piloting Agentforce for customer support.
Positives
- Koa produced three times fewer errors while matching or exceeding leading models on Salesforce CRM Bench actions.
- No customer data is used during training or inference, while Salesforce retains the model weights and runs Koa on its infrastructure.
- Six organizations enter customer-selectable Agentforce pilots in October, ahead of expected U.S. availability in winter 2026.
- Open models grew from 30% at the beginning of last year to about 70%, according to Jensen Huang.
- Koa already powers a Salesforce employee agent in Slack, moving the model beyond development into internal use.
Risks & concerns
- General availability is not expected until winter 2026 and initially covers only U.S. regions.
- Customer access begins with limited October pilots involving Formula 1, UChicago Medicine, Baxter Credit Union, 1-800Accountant, Engine and Xero.
- Huang said companies must pause development whenever systems appear uncontrolled or product safety remains uncertain.
- Koa’s disclosed performance comes from Salesforce CRM Bench, while customer pilot outcomes will not emerge before the October rollout.