Autonomous Sales & Marketing AI Agent Platform

🎯 Project Scope & Objectives

Architect and deploy an enterprise-grade autonomous lead acquisition and outreach conversion platform. The platform handles incoming prospect inquiries, performs sentiment and intent classification, drafts personalized email sequences, and dispatches automated Twilio voice follow-ups without manual sales rep intervention.

🏗 System Architecture & Engineering Breakdown

• Core Framework: Laravel 12 & Livewire 3 with real-time state reactivity.
• AI Orchestration: Prism PHP multi-provider gateway routing prompts between OpenAI GPT-4o and Claude 3.5 Sonnet based on query intent.
• Billing & Subscriptions: Integrated Laravel Cashier for tiered agency SaaS subscriptions.
• Asset Storage: Spatie MediaLibrary & FilePond for handling high-volume prospect CSV attachments and corporate collateral.
• Persistence & Broker: PostgreSQL 16 + Redis queue workers for asynchronous task execution.

🔄 End-to-End Workflow Pipeline

1. Lead Ingestion: Ingests lead payloads via webhook or CSV upload.
2. AI Qualification: Prism PHP triggers LLM intent parsing to rate lead purchase probability.
3. Content Generation: Generates tailored multi-touch email copy and schedules automated follow-up reminders.
4. Omnichannel Dispatch: Dispatches emails via Postmark and triggers automated voice outreach via Twilio Webhooks.

📊 Enterprise Outcomes & Metrics

Delivered 340% higher lead-to-booking conversion rate, reduced manual sales rep follow-up overhead by 80%, and maintained sub-15ms webhook processing SLAs under peak load.