Resources

An effective company AI workshop uses the team’s real workflows, includes hands-on exercises, addresses data rules and ends with owners for two or three measurable experiments.

Before entering business information into an AI tool, identify the data, confirm permission, review provider controls, minimize what is shared and define retention and human oversight.

The best first AI workflow is frequent, measurable, reversible and low-risk, with enough human examples to judge whether the output is useful.

AI meeting-note workflows can transcribe, summarize and extract actions, but teams should obtain appropriate consent, limit sensitive information and require a participant to verify decisions.

A 90-day AI adoption plan should begin with one repetitive, low-risk workflow, define human review, protect sensitive data and measure time or quality before expanding.