Editorial draft available to read. Factual and language review is pending. Examples are illustrative.
Define the demonstrated question
Choose filtering orders, inspecting sources or configuring scope. Prepare coherent fictional data without private clients or documents. The demonstration supports functional discussion without implying live integrations that do not exist.
Include difficult states
Include incomplete records, empty results and a representative failure. Keep calculations and filters consistent; avoid decorative random numbers. Show limits such as an assistant lacking information and offering sources or human handover.
Validate honest interpretation
Example: a fictional production dashboard retains its demo label through filters and exported screenshots. Ask an observer to explain it. They should distinguish example from client outcome and understand local functionality and requirements for real integration.
Key takeaways
- Demonstrate behaviour while clearly labelling figures as fictional.