Do not judge an AI front desk by how human it sounds.
Judge whether it preserves context, retrieves instead of guessing, completes an action, handles correction and knows when a person should take over.
Does it remember what you already told it?
Does it retrieve facts and complete work?
Does it know when to stop and hand over?
Use the same six tests on every AI front desk.
These tests deliberately move beyond a clean greeting and a scripted FAQ.
1. Memory
Tell it a location or constraint, then continue without repeating it.
2. Retrieval
Ask for availability or a live fact that should come from a system rather than model memory.
3. Action
Move from enquiry into a booking, change, viewing or another observable outcome.
4. Correction
Change your mind and see whether the workflow updates instead of restarting.
5. Handoff
Ask for something that should require a person and inspect whether the context travels with it.
6. Operator visibility
Check whether the team can see completed work and exceptions without reading every conversation.
Use a scenario that has a clear end state.
A completed booking is easier to evaluate than a friendly but open-ended conversation.
“I want a free trial this Saturday at Bishan.”
The strongest result is boringly operational.
The AI does not need to impress the customer with intelligence. It needs to leave the workflow in the right state.
Outcome exists
There is a booking, update, link or another concrete next state.
Change is preserved
The update applies to the same object rather than starting over.
Exception is prepared
The human receives the context and only does the irreducible judgement.
Run the same test against Trelinx and any alternative.
The category should compete on operational completion, correction and control.