Research to Product

We turn applied research
into AI products

An AI lab that turns scientific research into real products — and runs every one in production. The portfolio is the proof: we build cutting-edge AI, and what we sell is what we use.

See the products Talk to us
3 AI Products
PhD + MSc in Statistics
14 Years of Experience
In production

See the method in motion

Thirty-two seconds of how Lumina builds and ships: generate, judge, gate, retry.

AI-generated presenter (Théo), a declared synthetic character.

About Us

From research
to market

Lumina is an AI product lab. Each product is both a business and a proof of capability — we build cutting-edge AI and real science, and we use our own products to grow. What we sell is what we run in production, every day.

Founded by a PhD and a Master's in Statistics, the company has roots in applied scientific research, statistical consulting for healthcare institutions, and corporate data science experience. This academic foundation evolved into an innovation lab focused on generative AI.

We follow the "Research to Product" approach: every product is born from applied, scientifically validated research, and evolves into a market-ready solution.

Scientific Foundation

Every product is grounded in applied research and statistical modeling — so you can trust the result, not just the story

Agile Execution

From paper to MVP in weeks — fast iteration with continuous validation

Market-Ready

Complete products, with monetization and infrastructure ready to scale securely

Clients & reference projects
A2GO Claude Code workshop
Hospital Albert Einstein Hospital Albert Einstein Statistical consulting
Colégio Brasileiro de Radiologia (CBR) Colégio Brasileiro de Radiologia Statistical consulting
100+ Graduate Students Personalized statistical consulting across multiple universities
The DoesIt family

The DoesIt family

Every Lumina product is born from the same method: test under real pressure, prove with evidence. When a problem is worth solving, it becomes a DoesIt — and starts with a question. Does your skill hold? Does your message click? Does your AI stack defend?

The family keeps growing — more DoesIt on the way

Courses & Skills

Learn the harness

The same method that runs the factory, packaged for you to learn: generate → judge → gate. Self-paced, bilingual (EN/PT), with runnable labs.

Course line

The Judge-Driven Harness

The LLM is the commodity. The harness is the moat.

The full line: from judge-as-code to the release gate. Security, evals, agentic coding, dogfooding, synthetic users, the data flywheel, cost & latency — one spine, eight applications. Self-paced, bilingual (EN/PT).

PythonJuízesGatesLaboratóriosPT/EN
8tracks
58modules
56labs
See the course line
Skill pack

AI Coding OS

The harness for coding agents.

Plug-and-play skills (SKILL.md) for Claude Code, Cursor and Codex: one contract every agent reads, reviewing subagents, deterministic hooks that gate what lands, and reusable skills. The agent is the commodity; the harness is the moat.

Claude CodeCursorCodexSKILL.mdEN/PT
3IDEs
1contract
∞agents
See the pack
Free

Primer — start here

Level 0 of the method, free.

What a judge harness is and why it — not the model — is the moat. The whole idea in one short read, with the concrete judge-as-code example. No signup.

No signup~10 minMethodEN/PT
0level
R$0free
1read
Read the primer
Expertise

AI Solutions

Modular capabilities we combine to create tailored products and services

01Statistical consultingResearch, healthcare and business decisions 02AI agent developmentTools, RAG, integrations and control 03Predictive modelingForecasting, risk and machine learning 04AI evaluation and governanceEvals, security and observability
See all services and delivery formats →
Explore technical capabilities

Generative AI

AI Chat Intelligent chatbots with memory and context
Agentic Flows Autonomous agents with multi-step orchestration
RAG Retrieval-Augmented Generation on your data
Web Search Integrated web search with AI synthesis

Evaluation & Governance

LLM Evals Systematic evaluation of quality and accuracy
Guardrails Security, filters and compliance for LLMs
MLOps & Observability Deployment, monitoring and quality gates for models in production
Training & Fine-tuning Custom models for your domain

Developer Tools

AI Code Generation Generative AI-assisted code generation
AI Code Review Automated PR and quality reviews
AI-Powered CI/CD Smart pipelines with testing and deployment

Data & Modeling

Time Series Forecasting, seasonality and temporal embeddings
Custom Models Custom statistical and ML models
Data Science & Statistics Advanced analysis, survival, tests and inference
Statistical Genomics Statistical modeling of genomic data and livestock genetics
Healthcare Analytics AI for clinical data, oncology and public health

Education & Training

Statistics for Research Applied statistics for scientific research — developed by PhD and MSc researchers in Statistics
Custom Training Programs Tailored programs for teams and institutions — from fundamentals to advanced methods
Methodology

Research to Product

Our pipeline transforms academic insight into market-ready products

01

Research

Market gap identification through in-depth research. Testable hypotheses, benchmarks with public datasets, academic paper.

Example Statistical modeling & applied generative AI
02

Prototyping

Functional MVP with technical validation. Scalable architecture, automated tests, CI/CD from day one.

Example DoesItHold → MVP validated in 8 weeks
03

Product

Complete product with premium UX, monetization, observability and enterprise integrations. Ready to scale.

Example DoesItClick → SaaS for B2B teams and creators
Contact

Let's talk

Interested in our products, training or consulting services? Get in touch and let's explore the possibilities together. For enterprises, we design partnerships, consulting and tailored training — with the same rigor we put into our products.

Company Lumina Serviços de Consultoria LTDA
CNPJ 57.150.909/0001-43
E-mail info@lumytics.com
Location Santa Bárbara d'Oeste — SP, Brasil

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