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AveroLab
betaTarget: Service businesses and professional practices needing responsive 24/7 web intake and structured qualification without deceptive chatbot interactions.

CallPilot

Automated front-desk and web receptionist SaaS providing transparent conversational lead capture, qualification scoring, and appointment scheduling.

Engineering Value PropositionA transparently automated web receptionist that engages visitors, captures structured qualification criteria, drafts appointment requests, and alerts team members.
Live Deployment Verified Case Study Verified: 9/24/2026
Authentic Deployment Capture1440 × 900 · WebP Binary
https://callpilot-mu.vercel.app
CallPilot automated web receptionist interface and dashboard
01 · Operational Challenge

The Problem Addressed

Service businesses lose inbound inquiries when staff are busy or after hours, while conventional generic chatbots produce hallucinated answers or fail to capture actionable booking requirements.

02 · System Workflow

End-to-End Execution Flow

  1. 1Visitor engages the web receptionist widget on the client website
  2. 2Automated assistant guides the conversation through defined qualification rules
  3. 3Structured lead record is created with priority score and contact details
  4. 4Business operator reviews transcript in dashboard and confirms scheduled request
03 · Core Capabilities

Verified Technical Features

  • Transparently automated conversational web intake with clear disclosure notices
  • Structured qualification workflows tailored to business service definitions
  • Appointment request handling with operator confirmation queues
  • Multi-tenant management dashboard for review of transcripts, leads, and conversion metrics
  • Role-based access control with secure tenant isolation and CSRF protections

Technical Architecture

Modern decoupled web application with a React 19 / Vite client and Node.js / Express API. PostgreSQL database managed via Drizzle ORM. AI orchestration utilizes OpenAI structured tool-calling with strict system prompt boundaries.

AI Integration:

Rule-bounded LLM assistant utilizing structured JSON schemas for lead classification and booking extraction. Fallback safety rules prevent ungrounded claims or unauthorized commitments.

Security Posture

Full tenant isolation enforced at database query level. CSRF token validation, secure HTTP-only session cookies, and fail-closed authentication flows.

Status:Verified allowlist boundaries & CSRF / origin validation.
04 · Verified Technology Stack
React 19ViteTypeScriptTailwind CSSshadcn/uiExpressNode.jsDrizzle ORMPostgreSQLOpenAI API
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