How an AI agent can prepare a clear group order with unresolved choices marked
This workflow gives an AI agent a defined job, a bounded set of records, and a result a person can review. The agent reads the relevant Uber Eats context, applies the rules in the prompt, and keeps the source behind every recommendation. It returns a proposed handoff rather than taking consequential actions on its own.
Can an AI agent prepare a clear group order with unresolved choices marked?
Yes. Start with the scope, date range, decision rules, and fields that identify the right records. The agent can collect the evidence, compare states or sources, mark conflicts and missing data, and organize the result around the outcome above. A reviewer then checks the matches and judgment calls before approving messages, record updates, bookings, purchases, publishing, or other write actions. The guide below shows the records, boundaries, prompt, and handoff needed for this specific workflow.
Build a participant-by-participant order table
Start with named participants or anonymous headcount groups, the delivery address, serving time, budget, merchant boundary, and response deadline. Record each person’s selection, quantity, dietary or allergen note they supplied, approved substitution, and missing answer. Do not infer a dietary requirement from a previous order or another person’s comment.
Ask the agent to compare selections with current Uber Eats menu descriptions and availability context. A menu label does not replace direct confirmation for serious allergens. Keep uncertain ingredients and cross-contact questions visible for the organizer.
Example starter prompt
Use Uber Eats to prepare a group order for [event or household] at [delivery area] for [serving time]. The budget is [amount, including fee and tip assumptions].
Reconcile this participant list and selections: [list]. Show item, quantity, current price context, participant-provided dietary needs, allowed substitutions, and missing responses. Flag menu details that require direct confirmation.
Do not place the order, approve substitutions, or contact anyone. Return the complete order table, estimated subtotal and known cost context, unresolved choices, and checkout checklist.Review people, portions, and total separately
First confirm that every participant appears exactly once and that shared items have an owner or allocation. Next check portions and menu availability. Finally review subtotal, displayed fees, tip policy, and budget headroom. This sequence makes it easier to see whether a budget problem comes from missing people or price.
Questions this workflow answers
Can a group meal be organized around everyone’s choices, dietary notes, budget, and missing replies before checkout?
The agent creates one row per participant or approved anonymous headcount group, including selection, quantity, participant-provided dietary or allergen note, substitution rule, and response status. Shared items have an owner or allocation so they are not counted twice or assumed to feed an unspecified number of people.
Menu descriptions and current price context are compared with the selections. A label does not guarantee allergen safety or cross-contact handling, so serious questions remain for the restaurant and organizer. The agent never infers a restriction from someone’s prior order or another participant’s note.
The review proceeds through people, portions, availability, and cost. It shows subtotal, known fee context, tip assumption, and budget headroom without presenting an estimate as final checkout total. Missing replies, unavailable items, uncertain substitutions, and food-safety questions stay in an exception list.
The handoff includes merchant, item links, participant mapping, quantities, cost context, delivery instructions, and unresolved choices. A person confirms menu details, current availability, final amount, tip, substitutions, and payment. The agent does not place the order or contact participants.
The handoff should include the merchant, item links, participant mapping, cost context, delivery instructions, and all unresolved food-safety questions. A person performs the live checkout.
Each participant should have a named selection or an explicit “no meal” response rather than disappearing from the count. The agent can map item, options, quantity, stated dietary note, price, and substitution permission, then show people who have not replied or whose choice conflicts with their own stated restriction. Menu descriptions may not establish allergen safety, so those questions remain unresolved for the restaurant or participant. It can calculate subtotal and known cost context against the budget while keeping fees, tax, tip, and availability for live confirmation. The coordinator receives one review sheet instead of reconstructing choices from a message thread.