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Quanticoi/README.md
Quântico Inteligente — Inteligência em movimento
Quântico — AI applied to the real world

AI Native Agentic Systems Cloud & Data Brazil


We turn complexity into intelligence.

A Quântico Inteligente cria softwares, plataformas digitais e ecossistemas de Inteligência Artificial concebidos para entender contextos, conectar conhecimento, automatizar decisões e ampliar a capacidade humana.

Não adicionamos IA como um acessório ao final do projeto. Ela nasce integrada à estratégia, à arquitetura e à experiência do produto.

Da descoberta à produção: investigamos o problema, desenhamos a solução e construímos tecnologia segura, observável e preparada para evoluir.


🧠 AI & Agents

Sistemas multiagentes, copilotos, RAG, memória, recomendação e inteligência generativa orientada a objetivos.

⚙️ Software & Platforms

Arquiteturas modernas, APIs, aplicações web e produtos digitais construídos para escala, evolução e integração.

🌐 Data & Cloud

Pipelines, lakehouses, conhecimento corporativo, MLOps, observabilidade e ambientes cloud-native.


What we build

QUÂNTICO
│
├── Intelligent Products     → Plataformas e softwares AI-native
├── Agentic Systems          → Agentes especializados e orquestração
├── Knowledge & Memory       → RAG, GraphRAG e memória corporativa
├── Decision Intelligence    → Predição, otimização e recomendação
├── AI Engineering           → LLMOps, MLOps, avaliação e observabilidade
└── Digital Ecosystems       → Integrações, automação e experiências inteligentes

Nossas soluções atravessam negócios, comunicação, educação, saúde, ciência e gestão do conhecimento. Essa visão multidisciplinar nos permite encontrar conexões que arquiteturas convencionais normalmente não enxergam.


Technology constellation

Core development stack
Platform and data stack
Cloud and AI stack
Explore our engineering stack
Domain Technologies & practices
Artificial Intelligence LLMs, RAG, GraphRAG, embeddings, knowledge graphs, multi-agent systems, recommendation and predictive models
Backend Python, FastAPI, Node.js, NestJS, REST, asynchronous processing and event-driven architectures
Frontend React, Next.js, TypeScript and intelligent conversational experiences
Data PostgreSQL, Redis, vector databases, lakehouse architectures, batch and streaming pipelines
Platform Docker, Kubernetes, Terraform, CI/CD, Google Cloud, Azure and AWS
Reliability OpenTelemetry, metrics, traces, logs, automated evaluation, security and AI governance

Our engineering DNA

01 · Discover 02 · Architect 03 · Build 04 · Validate 05 · Evolve
Understand the real problem Design for change Ship usable intelligence Measure quality and risk Learn continuously
  • Purpose before technology. Every architecture begins with the outcome it must enable.
  • AI with engineering discipline. Intelligence requires evaluation, observability, security and governance.
  • Human judgment remains essential. We automate capacity without removing accountability.
  • Simple where possible, sophisticated where necessary. Complexity must earn its place.
  • Production is the real benchmark. A promising demo is only the beginning.

Current frontiers

🔹 Autonomous and multi-agent systems
🔹 Enterprise memory and knowledge graphs
🔹 Decision intelligence and operational optimization
🔹 AI for health, science and education
🔹 Multimodal document intelligence
🔹 Responsible AI, evaluation and governance
🔹 AI-native software engineering


GitHub pulse


Repositories Focus Engineering


The future is not something we wait for.

It is something we architect.


Explore repositories


Quântico Inteligente · AI, software and data engineered for real impact.

Popular repositories Loading

  1. bakta-flow bakta-flow Public

    Python 3

  2. dolly dolly Public

    Forked from databrickslabs/dolly

    Databricks’ Dolly, a large language model trained on the Databricks Machine Learning Platform

    Python

  3. darknet darknet Public

    Forked from AlexeyAB/darknet

    YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )

    C

  4. ultralytics ultralytics Public template

    Forked from ultralytics/ultralytics

    NEW - YOLOv8 🚀 in PyTorch > ONNX > CoreML > TFLite

    Python

  5. awesome-colab-notebooks awesome-colab-notebooks Public

    Forked from amrzv/awesome-colab-notebooks

    Collection of google colaboratory notebooks for fast and easy experiments

    Python

  6. ghost ghost Public

    Forked from ai-forever/ghost

    A new one shot face swap approach for image and video domains

    Python