YOUR OBJECTIVE COMES FIRST
Define the scope in its operating context.
Prepare people and workflows for responsible AI use.
Kentucky’s Cabinet for Economic Development lists automotive, aerospace, food and beverage, logistics and manufacturing among its top industries. This is economic context, not evidence of an agency requirement or a public-sector engagement. For a proposed initiative involving order-to-warehouse handoffs, first identify the authorized process owner and the decision the initiative is meant to support. A private-sector operating example can inform questions, but it does not establish procurement eligibility, agency demand or suitability for a government deployment.
Kentucky Cabinet for Economic Development: industry context ↗01Role-based learning tied to actual tasks
Distinguish general awareness from the skills needed by process owners, reviewers, technical administrators and managers. Use approved training examples that reflect the intended workflow. Explain what the system can establish, where uncertainty remains and how staff escalate a question. For a discussion about order-to-warehouse handoffs, an approved discovery brief should identify customer order references, item quantities and the current warehouse status. Confirm which information may be used and where the operating owner resolves conflicting quantities before a task reaches the floor. These are questions to assess with the initiative owner, not an assertion that this workflow exists at a particular agency.
02A task-based training example
An authorized administrative example can make review responsibilities concrete. Consider the following work description only after the agency approves its relevance and data: Extract proposed order references and line items, then check approved account and item data. Missing identifiers or conflicting quantities should be reviewed before the record proceeds to the agreed ERP stage. Training should explain permitted inputs, correction and escalation, with qualified staff retaining the relevant judgment. Use an approved or appropriately synthetic exercise; do not place real restricted records in an unapproved tool.
03Readiness across a second handoff
A connected example can test whether staff understand incomplete evidence and process ownership: Match incoming messages with the order or shipment and show the current owner. Preserve timestamps and customer communication so staff can avoid repeating a notification or acting on an outdated status. The authorized agency owner decides if this use is permitted. Procurement, security, records and accessibility reviewers identify their own required approvals before a pilot becomes an operating service.
04Adoption people can support
Prepare instructions, feedback channels and a clear operating owner. Measure completion and practical understanding, then examine review effort and recurring questions. Update training when the workflow changes instead of assuming an introductory session establishes continuing readiness.
