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Furniture company · AI agent

AI agent that increased conversion by 30% in 3 weeks

A virtual AI assistant communicates with clients 24/7, qualifies the incoming lead flow and passes warm leads to the manager with all collected context.

Timeline~28 days
TypeAI agent + admin panel
StackFastAPINext.jsBitrix24Redis
AI agent that increased conversion by 30% in 3 weeks

Context

Lignum Home receives many furniture inquiries through Bitrix24. Some clients write in the evening, some ask clarifying questions, and some are only exploring options. Managers had to process the entire flow manually and spend time on leads with very different readiness levels.

Task

The goal was to respond quickly, carefully clarify the client’s needs and pass collected context to the manager: what the client is looking for, the budget, urgency and decision stage.

Solution

  • Connected an AI agent to Bitrix24 via webhook.
  • Configured qualification scenarios without a rigid decision tree.
  • Added manager handoff with a short dialogue summary and lead status.
  • Made prompts and rules editable through the admin panel.

What changed

Evening and night inquiries no longer wait unanswered until morning. Managers receive better prepared leads and understand faster who should be contacted first.

Project gallery

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Expand for developers

FastAPI backend processes events from Bitrix24. Next.js admin panel for editing prompts and viewing dialogues. Redis for processing queues. PostgreSQL for storing dialogue history. Caddy reverse proxy. VPS deployment with automatic restart via systemd. LLM: OpenAI GPT-4o. Webhook integration with two-way sync.

Result

+30%
conversion growth in 3 weeks after implementation
0 ч
delay in responding to night-time leads
24/7
processing incoming flow without days off

Client testimonial

The most valuable part is that managers now receive collected context, not just another lead. The client has time to explain what they need, the agent asks questions carefully, and the team receives clearer requests.
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Екатерина Соколова
Head of Sales, Lignum Home
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