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Customer Support Chatbot

Chatbot that answers customers and creates support tickets.

Timeline:

3-5 weeks

Industry:

Ecommerce

About the Agent

The Customer Support Chatbot transforms support operations by shifting from a reactive "log-and-respond" model to a proactive, automated experience. Utilizing Retrieval-Augmented Generation (RAG), the chatbot understands the nuance of customer intent rather than just matching keywords.

Unlike rigid, old-school bots, this agent ensures that:
- Responses are natural, empathetic, and context-aware.
- Answers are sourced dynamically from your existing documentation, ensuring accuracy.
- If it can't solve the problem, it doesn't dead-end the user; it creates a bridge to a human agent.
- Every interaction is logged and analyzed to improve future performance.

This dramatically improves First Contact Resolution (FCR) rates while freeing up human agents to focus on high-value, complex problem-solving.

Problem Statement

Today’s customers expect instant, 24/7 support across every channel. However, traditional human-centric support teams are struggling to keep up due to:

  • Overwhelming Ticket Volume: Agents are buried under repetitive questions (e.g., "How do I reset my password?" or "Where is my order?"), leading to burnout.

  • Slow Response Times: Customers face long queue times during peak hours or remain unanswered outside of business hours, damaging CSAT scores.

  • Inconsistent Answers: Different agents provide varying solutions to the same problem, creating confusion.

  • Inefficient Handoffs: Critical information is often lost when escalating issues from tier 1 to tier 2 support, forcing customers to repeat themselves.

  • High Operational Costs: Scaling a human support team linearly with customer growth is expensive and unsustainable.




💡 Overview


The Customer Support Chatbot by Codersarts AI acts as your always-on, intelligent first line of defense. It uses advanced Natural Language Understanding (NLU) to instantly resolve routine queries and seamlessly escalates complex issues by creating structured tickets for human agents.


The agent automates:

  • Instant FAQ Resolution: Answering common questions directly from your knowledge base without human intervention.

  • Transactional Queries: Securely handling requests like order tracking, balance checks, or appointment rescheduling via API connections.

  • Intelligent Triage: Accurately categorizing incoming issues and routing them to the correct specialized team.

  • Automated Ticket Creation: Generating detailed support tickets in your helpdesk system when human assistance is needed, complete with transcript context.

  • 24/7 Availability: Providing consistent support across web, mobile, and messaging channels at any time of day.


It integrates natively with leading helpdesks like Zendesk, Salesforce Service Cloud, Freshdesk, and Jira Service Management.




📊 Detailed Breakdown


Section

Details

Who It’s For

E-commerce Brands, SaaS Companies, Telecommunications, Banking & FinTech, Healthcare Providers, Utilities.

Business Results

• 60–80% ticket deflection rate 


• Near-instant First Response Time (FRT) 


• 30% reduction in support operational costs 


• Increased agent productivity and job satisfaction

Workflow Summary

1️⃣ User Query: Customer asks a question via chat widget or messaging app. 


2️⃣ Intent Recognition: AI analyzes the request to understand if it's an FAQ or a complex issue. 


3️⃣ Automated Resolution: If routine, AI answers instantly using the Knowledge Base. 


4️⃣ Smart Escalation: If complex, AI gathers necessary details and creates a structured ticket in the Helpdesk/CRM for a human agent.

Performance Metrics

⚡ <2 second average response time 


📊 90%+ accuracy in intent classification 


🔐 Secure handling of PII and transactional data 


📝 Seamless context transfer to human agents

Industry Example

🛒 E-commerce: Automating "Where is my order?" and return policy questions. 


💻 SaaS: Guiding users through feature configurations and troubleshooting steps. 


📡 Telecom: Handling billing inquiries and basic technical diagnostics.

Integrations & APIs

🔗 Helpdesk: Zendesk, Salesforce Service Cloud, Freshdesk, Jira 


🔗 CRM: HubSpot, Microsoft Dynamics 


🔗 Knowledge Base: Notion, Confluence, SharePoint 


🔗 Channels: Web Chat, WhatsApp, Messenger, Slack, MS Teams




📈 Key Highlights


  • Metric: Ticket Deflection

    • Result: Resolves a vast majority of tier-1 inquiries automatically, preventing them from ever reaching a human agent's queue.

  • Metric: First Response Time (FRT)

    • Result: Reduces initial wait times from hours or minutes to mere seconds, boosting CSAT.

  • Metric: Agent Efficiency

    • Result: Agents receive pre-qualified tickets with full context, reducing handling time per issue.




🌍 Industry Impact


“AI chatbots are no longer just about cutting costs; they are the primary driver of a modern, always-on customer experience strategy.”

Organizations use this agent to automate:

  • Password resets and account recovery

  • Order status and shipping tracking

  • Product and pricing FAQs

  • Basic technical troubleshooting flows

  • Subscription management (upgrades/downgrades)

  • Data collection prior to human handoff

This ensures fast, consistent support while optimizing human resource allocation.



💬 Client or Industry Quote


“Before Codersarts, our agents were drowning in repetitive queries every Monday morning. Implementing the Customer Support Chatbot deflected 70% of our inbound volume in the first month, allowing our team to focus on complex customer issues. Our response times have never been faster.”— VP of Customer Experience, High-Growth SaaS Platform

Revolutionize Your Customer Support with AI

Codersarts AI helps businesses deploy intelligent chatbots that deliver instant answers and seamless human escalations, 24/7.



Primary Keywords: AI Support Chatbot, Automated Ticket Creation, Helpdesk Automation, Customer Service AI, Ticket Deflection Bot.


The Customer Support Chatbot provides globally accessible, 24/7 multilingual support automation for businesses across North America, Europe, and Asia.

An AI-powered chatbot that acts as a first line of support, resolving routine customer queries instantly using natural language understanding and automatically generating detailed support tickets in helpdesk systems for complex issues.


🔗 Related Agents: Knowledge Base Management Agent, Sentiment Analysis Agent, Voice Support Agent


🔧 Tech Stack Snapshot


  • Frameworks: Python, LangChain, FastAPI, React (Widget UI)

  • AI Models: Fine-tuned LLMs for support context, Intent Recognition Models

  • Databases: Vector DB (for Knowledge Base retrieval), SQL (for conversation logs)

  • Integrations: REST/GraphQL APIs for Helpdesk and CRM synchronization

  • Security: Enterprise-grade encryption, GDPR/CCPA compliant data handling

Get started now.

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