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All Use Cases
Chatbot Automation (AI)

AI Chatbot & Customer Automation

Always-on AI agents that resolve, not deflect.

70% Auto-Resolvedheadline result

The Challenge

A service team was overwhelmed by repetitive queries, long wait times, and after-hours gaps, driving up costs and hurting customer satisfaction.

Our Solution

We deployed an LLM-powered chatbot with retrieval-augmented answers grounded in company knowledge, secure system integrations for real actions, and human handoff for edge cases — available 24/7.

How We Did It

1

Ground

Indexed knowledge bases into a secure vector store (RAG).

2

Build

Created an LLM agent with guardrails and tool access.

3

Integrate

Connected CRM and ticketing for real, end-to-end actions.

4

Improve

Added analytics and human-in-the-loop for continuous tuning.

The Impact

70% of queries auto-resolved without an agent

24/7 instant responses across channels

40% lower support cost per ticket

Higher CSAT with seamless human handoff

Technologies Used

LLMsLangChainVector DB (RAG)Webhooks / APIsNode.js

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