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Bots & messagingClient work

Team Bots That Never Lose a Message: Role Bots, Voice Notes, Shadow-Mode AI

I build team bots with recorded intake, role-based routing, voice-note transcripts and AI suggestions that people review.

For
Operations teams coordinating work in Telegram
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The situation Bots & messaging
The conversation moves on before the work gets recorded.

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Describe my task

How I solve it

What I build

I build a bot workflow that records accepted messages before processing them, routes work by role and puts unclear input in a review queue. Voice notes become transcripts with their source attached. AI starts in shadow mode so your team can judge its suggestions before allowing any operational action.

The process

How it works

6 steps. Scope and a fixed price are agreed before the first one.

  1. Map the team roles, message types and permission boundaries.

  2. Record intake and processing state, with visible failures and a retry path.

  3. Transcribe voice notes and flag details that need a person to check.

  4. Route a draft to the responsible role and keep its source available.

  5. Compare AI suggestions with human decisions in shadow mode.

  6. Test duplicate delivery, outages, role changes and recovery before handover.

Handover

What you get

  • Recorded intake and an assigned review route.
  • Voice transcripts linked to their source.
  • Failure handling, replay checks and an operator runbook.
  • Shadow-mode evaluation before any action permissions are considered.

Built with

  • Telegram bots
  • a durable intake store
  • role permissions
  • a processing queue
  • voice transcription and a review interface
  • The referenced manufacturing project uses mlx-whisper for voice input

Proof

Done before, with dates and numbers

Client work Done for real clients. Client details are anonymised.

Before → after

The intended change is from instructions that live only in chat to traceable drafts with an owner and processing state. The plan documents role bots, voice transcription and shadow-mode AI in a manufacturing project. It does not establish a measured zero-loss result.

  • Made-to-order manufacturer

    role bots, voice transcription and shadow-mode AI are documented in the project. My internal messaging-to-agent bridges provide related tooling; they are not a separate client result.

What you can look at

I would prepare a synthetic message and voice-note walkthrough showing intake, role routing, review and recovery after an interrupted run. No team handles, real recordings or customer messages belong in the public sample.

Client details anonymised. Role bots, voice transcription and shadow-mode AI are the backed parts. The title describes the goal, not a guarantee of platform delivery or zero message loss.

Price and timeline

What it costs and how it runs

A Custom Engineering Project starts from USD 1,500. I agree the roles, intake routes, recovery tests and delivery date in writing. Turning shadow-mode suggestions into actions is a separate scope decision.

QuoteFixed before work starts

Price
Custom Engineering Project from USD 1,500, with intake, roles and review boundaries scoped and quoted in writing. Discussing the task is free.
Timeline
Delivery date agreed after mapping the message routes, permissions and recovery cases.
First step
Describe the task. I reply within one working day, free, and tell you which option fits — or that you can fix it yourself.
Describe a task like this

A note from Daniilbefore you decide

When you don’t need this

If your team already assigns every request in its task system, a bot may add another inbox. Start with a simple process if the problem is unclear responsibility rather than missing intake or repeated retyping.

— Daniil

Questions

What people ask about this

Can you guarantee that no message is lost?

No. I record accepted intake, expose failures and test recovery. Messages the platform never delivers cannot be guaranteed by a bot.

What does shadow mode mean?

AI produces suggestions for comparison and review. It does not send instructions or change operational records on its own.

More like this

All situations
Daniil Maximkin

Hi, I’m Daniil.

I work with you from defining the problem to implementation and handover. You talk to the person who does the work. I work in English and Russian.

My story My work

Have a task like this?

Describe your task

The first answer is free, within one working day. Or write directly: next@taskfordaniel.com