AI

Autonomous AI Support Agent
Retail Brand

As part of our push into Agentic AI in August 2026, we partnered with a major retail brand to replace their legacy decision-tree chatbot with an autonomous AI agent powered by Claude 3.5 Sonnet and integrated directly into Shopify and Zendesk.

Project Metrics

Metric Highlight45% Ticket Deflection
ClientConfidential Retail Brand
Year2026

01 // The Goal

Objectives & Business Need

Reduce tier-1 support tickets by allowing an AI agent to autonomously process order lookups, returns, and catalog questions without human intervention.

02 // The Result

Impact & Performance Outcomes

The agent successfully autonomously resolved 45% of incoming support tickets in its first month, dropping average resolution time from 4 hours to 3 seconds.

Engineering the Solution

We built a middleware layer using Laravel that safely exposes Shopify APIs (orders, inventory) and Zendesk ticketing to the LLM via tool-calling. We implemented strict guardrails to prevent hallucination and enforce return policies.

Key Deliverables

Custom Laravel middleware for LLM tool-calling
Claude 3.5 Sonnet integration with strict RAG guardrails
Shopify Admin API integration for live order lookups and returns
Zendesk escalation fallback for complex human issues

Technologies Deployed

Bespoke development using optimized frameworks, databases, and continuous integration engines.

Claude APILaravelPostgreSQLShopify APIZendesk API

Ready to Start Building?

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info@keviontechnologies.in

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support@keviontechnologies.in

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+91 75730 55757

Our Promise

Every inquiry is reviewed by a senior team member. You'll receive a personalised response — not a template — within 4 business hours (Standard hours: 8am-11pm IST. Global time zones supported via appointment).