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Scopio – Multi-Agent AI Sales Automation Platform
Scopio is a production-ready multi-agent AI platform designed to automate B2B sales and lead generation.
The platform coordinates multiple AI agents to perform end-to-end sales workflows:
Discover potential businesses from multiple sources
Research company websites and public information
Analyze business context using LLMs
Generate personalized outreach emails
Manage follow-up workflows automatically
Maintain conversation history and workflow state
I designed the agent architecture using LangGraph, enabling planning, tool calling, memory, and multi-step execution while integrating external APIs and backend services for reliable automation.
Key Features
Multi-Agent Architecture
Autonomous Business Research
AI-Powered Personalized Outreach
Tool Calling & API Integration
Workflow Orchestration
Long-Term Memory
PostgreSQL & Redis Integration
Dockerized Deployment
FastAPI Backend
Tech Stack
Python • LangGraph • LangChain • FastAPI • PostgreSQL • Redis • Docker • OpenAI • MCP • REST APIs
The network for creativity
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Connect with clients, get discovered, and run your business 100% commission-free
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Two designs. One idea. Two different ways to experience travel. ✈️
What if planning your next trip felt less like managing a checklist and more like discovering a story waiting to unfold?
Trailora makes discovery feel effortless, while Horizon turns travel planning into a smarter, more structured experience.
Same industry. Different design directions.
Which direction would you choose: the freedom to explore or the confidence of a well-planned journey?
25 voted
71%
10 voted
29%
35 votes
Closed
Both are lovely! The second one feels more like an adventure, which fits travel well.
A WhatsApp chatbot that automates tasks is NOT the same as a custom-built web application.
And honestly, I’ve noticed how much people love AI-powered WhatsApp bots lately.
As someone who develops AI workflows and custom websites, I personally believe that combining a well-built web application with AI puts you one step ahead.
Imagine having a custom interface, your own database, automated workflows, and an AI agent working together in one place.
That’s a completely different level of flexibility.
Don’t get me wrong: WhatsApp bots aren’t always the inferior option. They’re great for customer-facing interactions and quick communication.
But personally? I’d rather give customers a dedicated web experience whenever the project calls for it.
Are you Team WhatsApp Bot or Team Web Bot?
When the web app and the bot share one database, which side owns the conversation state: the n8n workflow or the app? That choice seems to decide whether a customer can switch between WhatsApp and the web view mid-request.