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Case study · 2025

Telegram Ops Assistant

Operations teams needed a faster way to execute repetitive business tasks without jumping between multiple tools. Existing workflows depended heavily on manual effort and context switching.

Client
Enterprise Operations Team
Practice
Web & Cloud Engineering
Industry
Enterprise Operations
Lifecycle
6 weeks
Outcome highlights

Business impact at a glance.

Measured Impact
65%

Reduced repetitive admin operations by 65% across pilot teams.

Verified Outcome

Improved response turnaround for ad-hoc store analytics requests.

Verified Outcome

Increased operational efficiency by consolidating multi-tool actions into one chat interface.

01

Business Challenge

  • Manual handling of inbox actions and reporting requests consumed significant daily time.
  • Teams needed real-time Shopify insights without waiting for static reports.
  • Lack of a single conversational interface for cross-tool actions.
02

Our Approach

We designed a command-driven assistant on Telegram, with n8n orchestrating workflow execution and prompt parsing for natural language requests.

Phase 01

Discovery & alignment

Workshops, process and systems review, success metrics.

Phase 02

Design & planning

Architecture, experience and workflow design, delivery plan.

Phase 03

Build & validation

Implementation, integration, testing, demos, refinements.

Phase 04

Go-live & enablement

Controlled rollout, training, handover, post-launch tuning.

03

What We Delivered

  • Implemented command-based and conversational workflows for Gmail and Shopify operations.
  • Enabled voice and text input through Telegram for faster task execution.
  • Added secure API integrations, validation, and fallback handling for reliable automation.
  • Delivered reusable workflow modules to accelerate future assistant capabilities.

Technology Stack

n8n Telegram Bot API Gmail API Shopify API
Our team now executes routine tasks in seconds through a single assistant instead of juggling multiple dashboards.

Operations Manager

Enterprise Operations

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