Duplicate effort detection is simple: our AI watches team workflows for signs that the same thing is happening twice. If two people do the same step, or one person repeats themselves, our tool adds a note to the checklist. We don’t call these out as errors, just as points to review. Like finding two spoons in the lunchbox, it’s not a crisis—just worth noticing. Our process is built on plain-language checklists and a willingness to be corrected by users. We’d rather suggest than command, and we believe a healthy sense of humor belongs in every checklist. The team who built this tool likes learning out loud, rewriting instructions, and collecting odd feedback. That’s how we spot new patterns and improve.