AI Agent Development

Autonomous Support & Triage Agent

Multi-Channel Intelligent Customer Ingestion & Resolution Agent

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Autonomous Support & Triage Agent
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Executive Overview

A deterministic, tool-augmented AI agent engineered to ingest incoming customer tickets, verify customer account records, resolve common issues, and route complex edge cases to human specialists.

The Challenge

Operational Problem & Inefficiency

A fast-growing service business faced severe ticket backlogs during peak hours, leading to delayed response times and high manual overhead for repetitive account inquiries.

The Solution

Engineered AI Architecture & Execution

Designed and deployed an autonomous AI support agent integrated directly into the company's ticketing platform and internal customer database with strict guardrails and human escalation triggers.

Key Deliverables

Autonomous triage agent pipeline
Database query adapter with security sanitation
Human handoff and escalation dashboard
Conversation telemetry and accuracy analytics

Business Value Delivered

Immediate automated first response across 100% of incoming tickets
Autonomous resolution of routine billing and account verification inquiries
Structured ticket summaries and sentiment classification provided to human agents
Significant reduction in manual ticket triage effort

Technology Stack

PythonLangChainOpenAI APIFastAPIZendesk APIRedisPostgreSQL

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