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Client Ops Automations case study visual
Workflow automation2025Ongoing

Client Ops Automations

n8n and Make.com workflows that auto-reply to client emails, generate daily per-client summaries, and flag at-risk clients, saving the support team hours every week.

n8nMake.comAutomationLLM

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Role
Automation engineering · The Logic Design (internal)
Timeline
Ongoing
Year
2025

Overview

What we set out to build.

A set of automations that take repetitive client-facing work off the support team. Replies, summaries, and risk flags happen on their own so people can focus on the conversations that need them.

Challenge

The problem in the room.

Support staff were spending hours on routine email replies and manually checking on client health. Important signals about unhappy clients were easy to miss.

Approach

  1. 01

    Automated first-line replies to client emails.

  2. 02

    Generated a daily summary for each client from their activity.

  3. 03

    Flagged at-risk clients so the team could step in early.

  4. 04

    Kept humans in the loop for anything that needs a personal touch.

Outcomes

What changed.

Auto-replied

Client emails

Daily

Summaries

Hours saved weekly

Support time

Replies without the queue

Routine client emails get answered automatically, so response times stop depending on who happens to be online.

Spot trouble early

Daily per-client summaries and at-risk flags give the team a heads-up before a quiet problem turns into a lost client.

Stack

  • n8n
  • Make.com
  • OpenAI API
  • Email APIs
  • Webhooks