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Advice, insights, and ideas from the Medium data science community

Building a Customer Service Chatbot with Google Vertex AI: From Zero to Hero

8 min readJul 9, 2025

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Imagine a customer service representative juggling five open tabs, flipping between systems, and scanning lengthy PDFs — all while trying to keep a customer engaged on the phone. Stressful, right?

Now, imagine they have a superpowered sidekick: an AI assistant with instant recall of every policy, claim, and FAQ across the company. They simply ask, “What’s John’s policy coverage?” and within seconds, the AI responds with a clear, concise summary — no searching, no waiting.

It’s like upgrading your team with a digital colleague who has a photographic memory, perfect attention to detail, and never needs a coffee break. That’s what we’re building today: an AI-powered customer service chatbot using Google Vertex AI that transforms overwhelmed agents into customer service superheroes.

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What We’re Building and Why It Matters

We’re creating an AI-powered assistant that sits alongside your customer service representatives, helping them instantly find and summarize information.

The Problem: Representatives spend 60% of their time searching for information instead of helping members.

The Solution: An AI chatbot that instantly retrieves and summarizes relevant information…

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Data Science Collective
Data Science Collective

Published in Data Science Collective

Advice, insights, and ideas from the Medium data science community

Sai Abhinav Parvathaneni
Sai Abhinav Parvathaneni

Written by Sai Abhinav Parvathaneni

AI-focused Data Engineer on a mission to dumb down complex concepts.

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