Build an Inbound Demo Qualification and Scheduling Agent
Build an agent that turns inbound inquiries into evidence-backed qualification records and meeting proposals. Collect missing information, match the right representative, and book approved slots in a test calendar.
What you are building
The core problem, expected build, and operating context for this challenge.
A sales operations team routing incoming product inquiries.
Build an agent that turns inbound inquiries into evidence-backed qualification records and meeting proposals. Collect missing information, match the right representative, and book approved slots in a test calendar.
Inbound inquiry
Qualification rules
Representative roster and calendar availability
Extract company needs from the inquiry.
Apply the supplied qualification rules and identify missing information.
Choose an eligible representative and propose available times.
After consent, reserve one slot and update the mock customer record.
An inquiry inbox with qualification evidence, follow-up questions, meeting choices, and booking status.
Qualify the request, propose S1, request consent, and create one mock booking after consent is supplied.
A working local application with the specified review interface.
Source code, dependency lockfile, and setup commands.
A recorded end-to-end demo using the supplied starter data.
Example outputs, action logs, and automated tests.
These fictional records are a small development fixture, not a production dataset. Implement the mock services described in the brief.
```json { "inquiry": { "id": "Q1", "text": "We need a demo for 25 support agents in the UK.", "seats": 25, "region": "UK", "consent": false }, "qualification": { "minimum_seats": 10 }, "representatives": [ { "id": "R1", "region": "UK" } ], "slots": [ { "id": "S1", "representative": "R1", "starts_at": "2026-10-01T10:00:00Z", "version": 1 } ] } ```
Use synthetic leads and a test calendar. Do not contact real prospects. Choose an available model that supports your implementation. Record its identifier and version.
Review the complete application, not only the starter-case answers.
Qualification cites 25 seats against the 10-seat rule.
No booking occurs before consent.
A retried confirmation does not create another meeting. Add one normal case, one incomplete-input case, and one failure-recovery case.
Participation guide
Use synthetic leads and a test calendar. Do not contact real prospects.
How work is evaluated
Review workflow completion, interface usability, evidence quality, and safe failure handling. No agent execution has been verified.
A working local application with the specified review interface. Source code, dependency lockfile, and setup commands. A recorded end-to-end demo using the supplied starter data. Example outputs, action logs, and automated tests.
Challenge datasets
Public datasets, plus the private datasets you have access to.
What you should walk away with
Extract company needs from the inquiry.
Apply the supplied qualification rules and identify missing information.
Choose an eligible representative and propose available times.
After consent, reserve one slot and update the mock customer record.
Reference links and supporting material
Supplied fictional starter records: Inbound inquiry, Qualification rules, Representative roster and calendar availability. The overview includes the complete JSON bundle. Implement local mock services and extend the sample coverage.
Challenge setup
Configuration summary for this challenge.
Challenge input
Input details are not configured.
LangGraph
Runtime for stateful agent workflows.
Evaluated output
No output checks are configured.
- No evaluation checks are configured.
- 1 public reference case
- 1 configured tool
Summary shows the first task, up to three tools, and up to three evidence items. Open the technical recipe to view all configured items.
View technical recipe
Configured tools
- LangGraph ยท Optional
Evaluation contract
- No evaluation checks are configured.
Reference cases
- 1 public reference case
Workflow tasks
No workflow tasks are configured.
Recipe freeze marker
No recipe freeze time is recorded.