Activador Elite - Neovry

AI-powered automated sales and lead management system.

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Inspiration

In the fast-paced digital marketing ecosystem, converting leads into active buyers requires immediate, contextual, and hyper-personalized interaction. Many automated sales funnels rely on rigid flowcharts that fail when prospect inquiries go off-script. We set out to build Activador Elite - Neovry: a robust, autonomous sales pipeline powered by Google's Gemini models. The goal was to transform traditional Lead Capture into an intelligent, end-to-end conversion process capable of handling real-time sales interactions, dynamic offer distribution, and CRM sync.

What it does

Activador Elite - Neovry is an automated multi-channel sales and lead management system. Key architectural capabilities:

  • Context-Aware AI Lead Engagement: Leverages Gemini to process dynamic user intent, answer specific prospect queries (e.g., educational courses, pastry/baking modules, digital products), and steer conversations toward active conversion.
  • Autonomous Funnel Orchestration: Automatically tracks prospect interactions and stores key lead metadata directly inside a local dynamic database architecture (crm_neovry.db integrated with cloud storage/Supabase sync).
  • Multi-Bot Integration: Connects seamlessly with messaging platforms (such as Telegram API), delivering custom sales links, personalized payment links, and dynamic media triggers.
  • Persistent Task Scheduling: Managed via PM2 and lightweight Node.js/Python microservices running in portable Linux environments (Termux/Docker), ensuring 24/7 reliability.

How we built it

  • AI Core: Built on Google Gemini API for intent classification, prompt engineering, and contextual dialogue management.
  • Backend Architecture: Node.js, Python, and Express microservices managing active webhooks and polling services.
  • Database & Persistence: SQLite architecture (crm_neovry.db) synchronized with cloud databases (Supabase/Google Drive API) for real-time lead tracking.
  • Automated Sync & Hosting: Task persistence managed through PM2 process runners, automated CI/CD sync scripts via Git, Vercel, and GitHub Actions.

Challenges we overcame

  • State Management in Conversational Flows: Preventing the AI agent from drifting off-topic during active sales closes required strict system prompt guardrails and dynamic context injection.
  • Edge Environment Optimization: Successfully deploying, monitoring, and executing persistent sync routines on lightweight mobile/Linux terminal environments (Termux/Node.js) while preserving low latency and zero downtime.
  • Data Consistency: Syncing real-time local SQLite databases with remote database layers without losing lead state or triggering rate limits.

What's next for Activador Elite - Neovry

  • Expanding multi-agent collaboration: Assigning separate specialized sub-agents for lead scoring, automated payment validation, and post-sale onboarding.
  • Deeper B2B Hunter capabilities and advanced dynamic dashboard integration for live campaign metrics.

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