01
Manual work and bottlenecks
We identify repetitive steps that can be automated with AI workflows, while keeping appropriate human oversight.
Vanlev Brazil Systems · AI engineering
Turning operational challenges into integrated AI solutions.
We help CEOs, COOs and technology leaders identify AI opportunities, connect systems and automate processes through strategy, architecture and governance.
Brazil-based engineering partner · Working with teams worldwide
Production AI system
Designed to operate01Business dataconnected
02Retrieval + contextgrounded
03LLM + agent toolscontrolled
04Evaluation + tracesobservable
05Application in productiondeployed
Architecture · data · model behavior · evaluation · operations
For business leaders
AI should address a concrete business need.
Vanlev’s experience in workflows, LLMs and AI architecture helps leaders assess opportunities and connect technology to business goals and operations.
02
Disconnected systems
We integrate AI with existing data, APIs and applications to reduce silos between tools and teams.
03
Uncertainty about where to start
We help prioritize use cases and define architecture and governance before scaling AI investment.
How we work
Engineering and business at the same table, from design to production.
Industries
Who we build production AI for.
Every industry has its own data, rules and risks. We design the solution around them.
Cosmetics and beauty
RAG assistants over formulations, technical sheets and regulation (ANVISA, FDA, EU), and agents supporting R&D and regulatory affairs.
Retail and e-commerce
LLM-powered search and recommendation, support grounded in catalog and policies, and product content generation with quality controls.
Manufacturing
Technical knowledge from manuals and procedures, maintenance and quality support, and agents that query internal systems through APIs and MCP.
Healthcare and life sciences
Retrieval over clinical and scientific documents with source traceability, data privacy and rigorous answer evaluation.
Financial services
Contract and document analysis, compliance support and customer service with guardrails, auditability and observability.
Your industry
If you have proprietary data and a process that must be reliable, we can discuss architecture and the next step.
Built for real environments
Make the hard parts of AI part of the design.
Model selection, useful data, retrieval quality, security boundaries, tests and production signals shape the result. We work across the full system and connect it to the tools and platforms your teams already use.
Start with the system
Have an AI use case that needs to work in production?
Tell us what you are trying to build. We will help define the architecture, engineering path and next practical step.