AI in Brazil: Beyond the Hype, a Strategic Race Already Underway

Brazil AI

In July 2025, the debate around Artificial Intelligence (AI) exploded across Brazilian social media. Over 770,000 mentions and 254,000 unique voices actively joined the conversation — a clear sign that AI is no longer just a trend. It’s a living reality embedded in the country’s culture, politics, and business landscape【Source: Brandwatch via Loxias.ai】.But what’s really […]

Agent Communication Protocol (ACP) and Agent-to-Agent (A2A): The New Communication Language for AI Agents

AI Agents

Imagine you’re managing a team where no one speaks the same language. One speaks technical English, another sends emojis, another only responds with GIFs… Total chaos, right? This is exactly the scenario the world of artificial intelligence found itself in until very recently. Each agent—these task-specific intelligences—spoke its own language—some built on LangChain, some using OpenAI, […]

MCP: the protocol that’s reshaping the way AI connects to the world

MCP AI Capa

Artificial intelligence (AI) is moving beyond answering questions to performing real tasks—and that’s changing everything. With increasingly powerful models and the rise of AI agents, a new need has emerged: how can these intelligences be connected to external data sources, tools, and systems in a modular and scalable way? The answer comes in the form […]

RAG: The Secret Behind AIs That Truly Understand Your Business

AI Assistant

Imagine asking an AI assistant a question, and it responds with up-to-date information from a report that only you have. Sounds like magic? It’s not—this is RAG in action. RAG, or Retrieval-Augmented Generation, is a technique that allows AI models to query custom data sources—such as company-specific documents like PDFs, spreadsheets, databases, or even APIs—to […]

Orchestrating LLMs with Topic Modeling: The Power of Context in the Age of AI

Orchestrating LLMs

Large Language Models (LLMs) have sparked a revolution in Artificial Intelligence, dramatically changing how we use machine learning for complex tasks. These powerful models, capable of generating human-like text and performing intricate analyses, offer immense potential for businesses and researchers. However, their accuracy is fundamentally tied to a crucial element: context. Without a robust and […]

AI-Powered Social Listening: Revolutionizing Data Analytics in a New Era

An artistic representation of AI and human collaboration: a robotic hand and a human hand reaching toward a glowing brain, half digital and half organic, symbolizing the integration of artificial intelligence and human intelligence.

In today’s world, where the amount of data generated daily is monumental, companies face the constant challenge of transforming this vast amount of information into useful insights. Social listening, which has already established itself as a powerful tool for capturing public sentiment and monitoring brands’ presence on social media, especially with traditional data integration, which […]

How Machines Learn: Exploring Types of Machine Learning and Their Applications

Silhouette of a human head formed by geometric lines and nodes, symbolizing artificial intelligence and machine learning. A bright light shines from the head, with the words 'MACHINE LEARNING' displayed in a purple gradient on a futuristic background.

Machine learning is the backbone of Artificial Intelligence (AI) because it is through this subfield of AI that machines can learn. All other subfields: natural language Processing (NLP), robotics and computer vision and their respective applications use machine learning algorithms. That’s why Machine Learning is considered the engine behind the great revolutions we’re seeing in Artificial […]

Everything you need to know about Artificial Intelligence (AI)

Robô futurista com guarda-chuva em um escritório moderno com vista para a cidade e símbolos tecnológicos no fundo.

Over the last two years, Artificial Intelligence (AI) has been increasingly gaining the spotlight, proof of this is the increase in searches for the terms Artificial Intelligence (AI) and Generative AI on the Internet. But do you know the difference between AI and Generative AI? Do you know the main terms of this fantastic universe? […]

Understanding Clusters and Outliers: The Benefits for Business

Clusters and outliers machine learning

In the business world data-driven decisions make a huge difference and terms like “cluster” and “outlier” play a very important role. But what exactly are clusters and outliers, and how can they be used to propel your business success? In this article we’ll demystify these concepts and illustrate how machine learning models can bring valuable […]