Software & SaaS

Automated AI Customer Service & Workflow Agent

Private RAG knowledge-base assistant resolving 78% of customer tickets autonomously.

ClientSaaSFlow Systems
IndustrySoftware & SaaS
Duration6 Weeks
TimelineMarch 2026
Automated AI Customer Service & Workflow Agent
MEASURABLE OUTCOMES
78% First-Contact Resolution without human intervention
$4
800 Monthly Support Savings
94% User Satisfaction.

Project Overview

Designed and deployed an enterprise-grade AI assistant integrated with the client’s internal documentation, Jira, and Slack. It handles customer support requests, analyzes sentiment, and triggers automated backend actions without human intervention.

THE COMMERCIAL CHALLENGE

What Was Standing in the Client's Way

Support agents spent over 30 hours weekly answering repetitive product questions, leading to customer churn and burnout.

THE GCS SOLUTION & ARCHITECTURE

How We Engineered the Platform

Constructed a RAG pipeline utilizing Python, LangChain, and private vector embeddings, strictly bounded by guardrails to prevent hallucination.

Technologies Deployed

Next.js 14TypeScriptTailwind CSSMySQL & Prisma

Services Provided

  • AI Solutions & Consultancy
  • Web Development

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