What it is
AI literacy is a team's working ability to use AI tools well: knowing what they can do, where they fail, and when a human must check the output. It covers practical skills like writing effective prompts, spotting hallucinations, understanding data privacy risks, and knowing when to escalate. It's role-specific: an admin needs different depth than a sales rep or executive.
Why it matters
Without it, teams either over-trust agent outputs or avoid AI entirely, and an Agentforce rollout stalls at the pilot stage.
Key components
- role-based training
- prompt basics
- risk awareness
- Trailhead modules
How it connects
Trailhead modules and an AI Center of Excellence are common ways Salesforce customers build AI literacy across teams.
Good to know
Require a short AI literacy module before anyone gets agent-builder access — it prevents expensive mistakes.
Related terms
AI Center of Excellence
The cross-functional team that governs AI and Agentforce rollouts—setting standards, reviewing use cases, and preventing shadow AI across departments.
AI Readiness Assessment
A structured evaluation of whether your Salesforce org, data, processes, and team are prepared to deploy AI agents successfully.
Human-in-the-Loop (HITL)
A design pattern where AI systems require human approval or intervention at critical decision points before taking action.
