Getting Started with AI in Salesforce
A practical guide to integrating AI into your Salesforce org — from Einstein features to custom GPT callouts — without needing a data science background.
AI is no longer optional in the Salesforce ecosystem. Whether you’re using out-of-the-box Einstein features or building custom LLM integrations, the tooling is accessible enough that any developer or advanced admin can get started today.
Where to begin
Start with what’s already in your org. Einstein for Service, Copilot, and Prompt Builder are production-ready and require zero custom code to turn on. These are the fastest wins.
When to build custom
Once you’ve exhausted the native features, custom Apex callouts give you full control. The pattern is simple: a trigger fires, Apex calls an external API, the response gets mapped back to your records.
Gotchas to avoid
- Named credentials over hardcoded endpoints — always
- Async Apex for callouts that don’t need to block the user
- Error handling for rate limits and timeouts from the AI provider