Salesforce Unveils Koa: A Custom AI Model for Complex CRM Workflows

Salesforce has introduced Koa, a specialized AI model designed to reason about customer relationship management (CRM) data. Developed in partnership with Nvidia, Koa is built on Nvidia's Nemotron model architecture and is specifically tailored for tasks within Salesforce's Agentforce platform.

Koa uses a massive synthetic dataset crafted from 30 years of internal CRM deployment experiences to simulate realistic enterprise workflows across various industries. This approach allows Salesforce to train the model without accessing any customer data, ensuring that sensitive information remains secure.

The company combined supervised fine-tuning with reinforcement learning and group relative policy optimization techniques to teach Koa how to execute multistep tool calls with accuracy. In benchmark tests, Koa demonstrated impressive performance, matching or exceeding the capabilities of leading general-purpose models while reducing errors by three times.