Context
Field and service updates arrive as chat messages. Someone still has to read the thread, work out what actually changed, chase the missing detail and turn it into a task and a status line. This project puts that reconciliation work on an assistant inside the chat.
The challenge
In this example, an operations and service function reports where reporting is easiest: a Telegram group. An update lands as half a sentence, a voice note or a photo. Finished, without saying which job, for whom, or what is still open. Whoever coordinates the work reads it, asks the completing questions one at a time, and keeps a separate task list in parallel. End-of-day status is assembled by scrolling back, and whatever was not asked never becomes a record.
Our work
A work assistant inside the chat where the updates are already sent: intake · clarify · structure · return. It takes the update in the form it was sent, summarizes it, and asks a follow-up only when a field required to close the item is missing. From there the update opens or advances a task with an owner and a status, and a status request in the chat returns the current state from those same records. No second application, no additional login.
What was built
- Chat-native intake
- Whatever the field sends into the group — a line of text, a voice note, a photo — is picked up as a work item rather than left sitting in the thread.
- Completing question
- When a field required to close an item is missing, the assistant asks the one question that completes the record instead of accepting a partial update.
- Task and status layer
- An update opens or advances a task, so status is returned on request instead of being reconstructed by scrolling.
- No second system
- Work stays in the chat interface; the structure sits behind it, rather than in another application that has to be opened in the field.
How the process looks
Before
- An update lands as half a sentence, a voice note or a photo
- Completing questions get asked one at a time
- End-of-day status means scrolling back through the thread
With the system
- Intake
- Clarify
- Structure
- Return
The evidence
No system captures have been cleared for publication yet. This page describes what was built and how it works, without passing off a mock-up as a real screen.