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Case Study · AI Integration

Basil / Annie — AI Sales Automation for Dealerships

AI sales automation for automotive dealerships, running inside a live third-party CRM with real customer conversations.

Client: Polycomputing. Focus: LLM-driven lead capture and qualification, VIN-aware routing, and agent skills for SMS, email, and CRM actions.

Environment
Live dealerships
CRM
VinSolutions
Channels
Web, SMS, email

Problem

Dealership sales teams needed faster lead capture, qualification, and follow-up inside the CRM they already used. Replacing the CRM was not an option, so the automation had to live inside it.

What I built

  • The Annie website chat widget, which captures leads from vehicle pages and parses VINs so each conversation carries vehicle-specific context.
  • A Node.js chat daemon that routes qualified leads into VinSolutions CRM and automates lead entry.
  • TypeScript agent skills for SMS, email, and CRM actions, with a feedback loop for improving agent responses over time.

Result

Deployed to live dealerships and in active use with real customer sessions. Automated qualification, VIN-aware routing, and CRM writes replaced manual touchpoints across SMS and email.

Stack

TypeScript, Node.js, React, Express, PostgreSQL, OpenAI API, VinSolutions CRM integration, SMS and email APIs.

polycomputing.ai