You will get a secure AI operations desk for customer support workflows
Project details
You will get a customizable Agentic AI Operations Desk designed to help companies organize, secure, and automate customer support, service workflows, request triage, and internal operations with AI.
Based on the Sentrya Ops V2 architecture, this system combines LangGraph, LangChain, LangSmith-style observability, Groq-hosted LLMs, multi-LLM role governance, runtime security controls, Telegram operations, and dashboard-ready workflows.
This is not a generic one-click template. Each implementation is adapted to your business context, support channels, workflow rules, integrations, knowledge base, escalation logic, brand voice, and operational requirements.
The system can classify requests, route tasks, apply security checks before LLM execution, generate structured outputs, support human review rules, and connect with APIs, webhooks, CRMs, forms, WhatsApp API, n8n, Langflow, dashboards, or internal systems.
Starter covers one AI support flow. Standard delivers the main AI Operations Desk setup. Advanced adds dashboard, tracing, security workflow, integrations, and a stronger operational structure.
Based on the Sentrya Ops V2 architecture, this system combines LangGraph, LangChain, LangSmith-style observability, Groq-hosted LLMs, multi-LLM role governance, runtime security controls, Telegram operations, and dashboard-ready workflows.
This is not a generic one-click template. Each implementation is adapted to your business context, support channels, workflow rules, integrations, knowledge base, escalation logic, brand voice, and operational requirements.
The system can classify requests, route tasks, apply security checks before LLM execution, generate structured outputs, support human review rules, and connect with APIs, webhooks, CRMs, forms, WhatsApp API, n8n, Langflow, dashboards, or internal systems.
Starter covers one AI support flow. Standard delivers the main AI Operations Desk setup. Advanced adds dashboard, tracing, security workflow, integrations, and a stronger operational structure.
AI Algorithms
Large Language Model, Transformer ModelAI Applications
AI Chatbot, AI-Enhanced Classification, AIOps, Conversational AI, Natural Language Generation, Natural Language UnderstandingAI Development Language
PythonAI Models
LLaMAWhat's included
| Service Tiers |
Starter
$297
|
Standard
$697
|
Advanced
$1,497
|
|---|---|---|---|
| Delivery Time | 5 days | 8 days | 14 days |
Number of Revisions | 1 | 2 | 3 |
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.
Fast Delivery
+$90 - $300
Additional Revision
+$100
Knowledge Base Setup
(+ 3 Days)
+$250
Extra API Integration
(+ 3 Days)
+$300
Live Dashboard Metrics
(+ 5 Days)
+$450Frequently asked questions
About Thiago
AI Agent Developer | LangGraph, LangChain, APIs & n8n
Porto Alegre, Brazil - 5:16 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.
Project Discovery & Requirements
I will review your workflow, use case, input channels, tools, integrations, security rules, and examples to define the correct implementation scope.
AI Operations Desk Setup
I will configure the AI workflow, request routing, security safeguards, model roles, structured outputs, and the selected integrations such as webhook, API, n8n, Langflow, or dashboard.