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BookieLink Customer Support Bot

A RAG-powered support bot trained on thousands of BookieLink Q&A records. It handles repetitive customer questions automatically, reduces support tickets, and frees the team for higher-value cases.

Best for

Operations teams removing high-volume manual work

Business impact

A clearer, faster operating workflow

BookieLink Customer Support Bot interface

01 · The problem

Client challenge

The operational constraint.

BookieLink's support volume exceeded what their small team could manage. Repetitive questions were consuming hours daily, delaying responses to complex cases that genuinely required human attention.

02 · The solution

What Orkestra built

A system designed around the work.

Built a RAG-powered support chatbot trained on 5,000+ Q&A pairs covering BookieLink's full product surface — deployed as a front-line agent capable of handling the majority of incoming queries autonomously.

Key capabilities

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5,000+ Q&A dataset for RAG training

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Vector-based semantic similarity search

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Automatic escalation for unrecognized queries

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Webhook-based deployment and session management

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OpenAI-powered natural language response layer

03 · The results

Business impact

A clearer, faster operating workflow.

The bot achieves 85% query accuracy and reduced support tickets by 70% in the first month. The team now handles only complex escalations — recovering hours of daily capacity that were previously consumed by repetitive queries.

04 · Stack used

Built to be owned and extended.

The stack supports the workflow, reliability, and future maintenance requirements of the system.

n8n
OpenAI API
Vector Database
Webhooks

05 · Inside the build

Explore the product, workflow, and operational details behind BookieLink Customer Support Bot.

04 interface views · Select to enlarge

A useful first conversation

Where is the business still doing work a system should handle?

Bring one real workflow. We will help you clarify the bottleneck, the opportunity, and the most useful first move.