Three useful possibilities | Magstadt AI demos

Practice a difficult conversation

An onboarding date has slipped.

A fictional customer's onboarding was expected Tuesday. An internal note now says Friday. The reason and final approval are not confirmed.

“Help me prepare for this conversation. Ask about facts I need to verify. Then role-play the customer, one response at a time. Do not invent a reason or promise a refund.”

Find the current instruction

Where should volunteers go?

A · Original plan · November 1

Cedar Grove event. Room A. Volunteer arrival: 6:00 p.m.

B · Catering note · November 7

Deliver refreshments to Room A. References the original plan.

C · Approved update · November 8

Room C. Volunteer arrival: 6:30 p.m. Supersedes the location and arrival time in the original plan.

Make and test a small tool

How many full groups fit?

Turn a repetitive planning calculation into a simple tool. Define the rules before relying on the result.

“Create a seating planner with total seats, reserved seats, and people per group. Show full groups and leftover seats. Reject missing values, fractions, negative values, zero group size, and reservations above capacity.”

Known check: (72 − 8) ÷ 6 = 10 full groups, with 4 seats left. This calculates seating only; room occupancy approval is separate.