A strong first application is recurring, measurable, and visible to both operations and maintenance. It should be important enough to matter, but not so critical that a new unit creates unacceptable production risk during evaluation. Good pilot tasks often involve repetitive support work, constrained access, service movement, controlled lifting, or maintenance support where the current process causes delays. Success criteria should be defined before the machine arrives.