You will get an audit of your business processes and an AI automation roadmap.
Project details
This project is designed for businesses that want to use AI and automation strategically — not randomly.
I analyze your current processes, tools, and workflows to identify where AI automation actually makes sense, where it doesn’t, and what should be prioritized first.
Instead of jumping into tools or building systems too early, this audit focuses on understanding how your business operates today, where inefficiencies exist, and how AI can be applied in a practical, realistic, and cost-effective way.
The result is a clear automation roadmap: what to automate, why it matters, which technologies to consider, and in what order to move forward.
This project does not include implementation. It is a strategic foundation designed to help you make better decisions before investing time and money into AI solutions.
I analyze your current processes, tools, and workflows to identify where AI automation actually makes sense, where it doesn’t, and what should be prioritized first.
Instead of jumping into tools or building systems too early, this audit focuses on understanding how your business operates today, where inefficiencies exist, and how AI can be applied in a practical, realistic, and cost-effective way.
The result is a clear automation roadmap: what to automate, why it matters, which technologies to consider, and in what order to move forward.
This project does not include implementation. It is a strategic foundation designed to help you make better decisions before investing time and money into AI solutions.
AI Algorithms
Large Language Model, Transformer ModelAI Applications
AI Content Creation, AI-Generated Code, AIOps, Conversational AI, Natural Language Generation, Natural Language UnderstandingAI Development Language
PythonAI Tools
Azure OpenAI, GitHub Copilot, Hugging Face, Microsoft 365 CopilotAI Models
BERT, ChatGPT, GPT-4, LLaMA, OpenAI CodexWhat's included
| Service Tiers |
Starter
$299
|
Standard
$599
|
Advanced
$999
|
|---|---|---|---|
| Delivery Time | 3 days | 5 days | 7 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
+$149
Additional Revision
+$99
Implementation Kickoff Call
+$199Frequently asked questions
About Luiz Fernando
AI Automation Developer
Malaga, Spain - 5:08 pm local time
Companies don’t need AI demos or prompt experiments.
They need reliable systems that replace manual work, reduce operational friction, and scale with the business.
That’s what I build.
I design and deploy production-grade AI automation systems using Python, LangChain, and agent-based architectures, always focused on clean design, long-term maintainability, and real business impact.
I’m the founder of IA Operators, an automation agency specialized in AI-driven workflows, multi-agent systems, and end-to-end integrations. My work goes far beyond prompt engineering. I architect real systems that operate continuously inside companies.
What I specialize in
I build AI systems that:
. Replace repetitive manual processes in sales, operations, onboarding, and support
. Connect LLMs directly to real business data (CRMs, documents, databases, APIs)
. Make decisions using structured logic, tools, and memory — not guesswork
. Scale safely from MVPs to long-term production environments
Typical projects include:
. AI agents with tools, memory, and decision graphs using LangChain and LangGraph
. RAG pipelines connected to internal documentation, CRMs, and structured databases
. Sales and lead automation systems (qualification, routing, follow-ups, outreach)
. Operational automations integrating AI with existing workflows and teams
. Content and marketing pipelines fully automated end-to-end
How I work
I’m Python-first, using automation platforms like n8n to orchestrate AI models, APIs, databases, and business tools into robust, maintainable systems.
I focus on:
. Clear architecture
. Explicit logic and decision flows
. Documentation that survives handovers
. Systems designed to evolve, not break after the first change
I work best with companies that want real solutions, not hacks, demos, or short-lived experiments.
Selected experience (examples)
. Designed AI-driven sales automation systems integrating WhatsApp, CRM, and LLM agents to qualify leads and trigger actions automatically
. Built RAG systems connected to internal documentation, allowing teams to retrieve accurate answers without manual searching
. Implemented multi-agent decision flows to route requests between sales, support, and operations
. Automated content and outreach pipelines using AI-personalized messaging at scale
Tech stack
Python, LangChain, LangGraph, OpenAI APIs, n8n, REST APIs, Webhooks, WhatsApp Business API, Google Sheets, Airtable, Notion, Slack, Make, Zapier
Who I’m a good fit for
. Companies that want AI as infrastructure, not a side experiment
. Teams replacing manual workflows with automation
. Founders needing a fast but solid MVP
. Businesses planning long-term AI adoption with clean architecture
If you’re looking for someone to “try some prompts”, I’m probably not the right fit.
If you want a production-ready AI system that actually works, we should talk.
Steps for completing your project
After purchasing the project, send requirements so Luiz Fernando can start the project.
Delivery time starts when Luiz Fernando receives requirements from you.
Luiz Fernando works on your project following the steps below.
Revisions may occur after the delivery date.
Business context review
I review your business context, goals, and current challenges.
Process and workflow analysis
I analyze your key processes, tools, and workflows to identify inefficiencies and automation opportunities.