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You will get a Private AI Lead Qualification & Automation System (n8n + OpenAI)
Project details
You will receive a professionally engineered AI lead automation system designed to operate with speed, reliability, and real business impact. This solution is built for companies that want to capture, qualify, and**Escrita** engage leads efficiently using structured automation, intelligent workflows, and secure infrastructure.
What truly sets this project apart is not just the automation itself, but the way it is built and deployed. I develop and deliver systems on self-hosted n8n infrastructure, running in a private, isolated environment that ensures full control, enhanced security, and long-term scalability. Your system is not limited by generic SaaS tools — it is built as a stable and independent operational asset.
The solution combines advanced workflow engineering, API integrations, webhook validation layers, AI-driven lead qualification, and CRM synchronization. Each component is designed to work together in a clean, production-ready architecture, ensuring consistent performance and operational efficiency.
My focus is to deliver a system that is technically robust, commercially effective, and fully prepared to scale with your business.
What truly sets this project apart is not just the automation itself, but the way it is built and deployed. I develop and deliver systems on self-hosted n8n infrastructure, running in a private, isolated environment that ensures full control, enhanced security, and long-term scalability. Your system is not limited by generic SaaS tools — it is built as a stable and independent operational asset.
The solution combines advanced workflow engineering, API integrations, webhook validation layers, AI-driven lead qualification, and CRM synchronization. Each component is designed to work together in a clean, production-ready architecture, ensuring consistent performance and operational efficiency.
My focus is to deliver a system that is technically robust, commercially effective, and fully prepared to scale with your business.
AI Algorithms
Large Language Model, Multilayer Perceptron, Recurrent Neural Network, Transformer ModelAI Applications
AI Chatbot, AIOps, Conversational AI, Natural Language Generation, Natural Language Understanding, Sentiment Analysis, Sequence ModelingAI Models
ChatGPT, GPT-4What's included
| Service Tiers |
Starter
$350
|
Standard
$997
|
Advanced
$1,997
|
|---|---|---|---|
| Delivery Time | 3 days | 7 days | 10 days |
AI Model Integration | |||
Batch Normalization | - | - | - |
Database Integration | - | ||
Detailed Code Comments | - | ||
Image Upscaling | - | - | - |
MLOps | - | - | |
Model Deployment | - | ||
Model Documentation | - | ||
Model Monitoring | - | - | |
Model Testing & Optimization | - | - | |
Model Tuning | - | - | - |
Natural Language Processing | |||
NLP Tokenization | - | - | - |
Pre-Training | - | - | - |
Prompt Engineering | |||
Setup File | |||
Source Code | - | - |
Optional add-ons
You can add these on the next page.
1. Hosting & Deployment Setup
(+ 5 Days)
+$300
2. Advanced AI Optimization
(+ 3 Days)
+$250
3. Additional API Integration
(+ 4 Days)
+$250Frequently asked questions
About Thiago
AI Agent Developer | LangGraph, LangChain, APIs & n8n
Porto Alegre, Brazil - 9:42 pm local time
I help businesses create AI-powered systems that connect language models, APIs, automations, data, external tools, and real workflows. My work is focused on building systems that can receive information, understand context, classify requests, apply logic, trigger tools, structure data, and deliver useful outputs to people, platforms, or business systems.
My current stack includes Python, LangGraph, LangChain, LangSmith, Langflow, APIs, webhooks, Docker, n8n, OpenAI/Groq, VPS infrastructure, reverse proxy, SSL, and self-hosted environments.
I use n8n as part of my stack for orchestration and integration, but my work is not limited to basic workflows. I combine n8n with agent frameworks, Python logic, structured JSON outputs, API integrations, observability, and self-hosted infrastructure to build AI systems that are organized, traceable, and easier to maintain.
I can help with:
- AI agents for business operations, support, triage, and routing
- LangGraph and LangChain agent workflows
- n8n automation and workflow orchestration
- API, webhook, CRM, WhatsApp, and Telegram integrations
- Structured JSON outputs and tool-calling logic
- LangSmith observability and LLM tracing
- Self-hosted AI automation environments with Docker, VPS, SSL, and reverse proxy
- Input validation, security layers, monitoring, and operational safeguards
One of my main portfolio projects is Sentrya Ops V2, an Agentic AI Operations Desk designed with multi-LLM routing, security, observability, Telegram Admin Console, dashboard monitoring, and integration with external tools.
My goal is to build AI systems that are functional, secure, well-structured, and useful in real business scenarios — not just isolated prompts, disconnected automations, or short-lived prototypes.
I work best with clients who need a reliable technical partner to design, connect, and structure AI systems that can support real operations.
Steps for completing your project
After purchasing the project, send requirements so Thiago can start the project.
Delivery time starts when Thiago receives requirements from you.
Thiago works on your project following the steps below.
Revisions may occur after the delivery date.
Business Flow & Project Input
I review your lead handling process, qualification logic, response structure, and the required setup details to define how the system should operate inside your business workflow.
Workflow Build & AI Logic Setup
I build and configure the automation workflow in n8n, including WhatsApp lead intake, AI qualification behavior, routing logic, and the connected actions based on the selected package scope.