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MobilityOps/docs/00-product-brief.md
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# Product brief
## Problem
A small vehicle-rental and service company works with booking data, vehicle status, inspections, maintenance records and internal procedures spread across systems and spreadsheets. Employees manually reconcile information, miss incomplete returns and spend time locating procedures.
## Solution
MobilityOps provides one operational view, one complete return workflow, targeted data-quality review and a source-grounded knowledge assistant. It demonstrates realistic integration boundaries without claiming to replace the source systems.
## Primary users
### Operations Manager
Monitors attention items, reviews data-quality issues, inspects workflow failures and uses the knowledge assistant.
### Rental Employee
Views bookings, registers a vehicle return, records inspection details and follows grounded procedures.
## Product promise
Within five minutes a visitor can see persisted operational data, complete a return, trigger automation, resolve a duplicate, inspect the audit trail, ask a policy question and query live data through MCP.
## Honesty statement
All entities and documents are synthetic. The application behaviour and integrations are real. Do not claim measured commercial savings or production use.