Definition
An AI Model in Salesforce refers to a machine learning or large language model that has been registered and configured for use within the Salesforce platform. AI Models can be Salesforce-provided (such as Einstein GPT models), third-party models from providers like OpenAI or Google, or custom models brought in via Bring Your Own Model (BYOM). They are managed in Einstein Studio and invoked by prompt templates, agent actions, and predictions.
Real-World Example
Consider a scenario where a data scientist at CognitiveTech is working with AI Model to automate a complex decision-making process that used to rely on gut instinct. By deploying AI Model, the organization now uses data-driven intelligence to guide actions, resulting in better customer outcomes and more efficient use of team resources.
Why AI Model Matters
AI Models are registered and managed in Einstein Studio, which acts as the control panel for any model that Salesforce apps will call. Registration captures the model endpoint, authentication, and schema, so that prompt templates, agent actions, and Einstein predictions can invoke the model consistently without each builder needing to know the underlying wiring.
The Bring Your Own Model (BYOM) capability lets enterprises use models they already host on Amazon SageMaker, Google Vertex AI, or Databricks without moving data out of those environments. Combined with the Einstein Trust Layer, this means prompts and responses can flow through masking, toxicity detection, and audit logging regardless of which provider's model is doing the work.
How Organizations Use AI Model
- •CognitiveTech — Registered a custom fraud-detection model hosted on SageMaker as an AI Model in Einstein Studio, then invoked it from a Flow on the Case object. Every incoming high-value claim is now scored in real time, with the model's confidence written back to a custom field that routes suspicious cases to a human reviewer.
- •Wanderlust Travel — Uses a third-party OpenAI model as an AI Model for generating personalized trip itineraries inside a prompt template. The marketing team iterates on the prompt without touching the model configuration, and swapping to a newer model version takes one setting change rather than a redeployment.
- •ShieldGuard Security — Brought their existing risk-scoring model into Salesforce via BYOM so that the same model the finance team uses in their data warehouse now powers opportunity scoring in Sales Cloud. This eliminated the drift between what finance and sales saw as 'high-risk' deals.