Operations on autopilot
Automation and AI that take the manual and repetitive out of the way.
From fog to system.
Trusted by
- Symmetria
- Luciana Arcos
- Gustavo Munari
Where there was fog, now there's a system.
Every operation builds up fog: the manual, the disconnected, what gets decided in the dark.
I turn that into a system — automation and AI that read, decide and act in place of copy-paste.
I don't ship one more tool. I ship an operation that runs on its own.
The fog in your operation
- My team burns hours on what's manual and repetitive.
- My systems don't talk — I live in copy-paste.
- I lose leads because support doesn't scale.
- I decide in the dark, with no view of the operation.
Every week like this costs hours — and leads that never come back.
What I do
Systems built to fit
Dashboards and products (SaaS/PWA) that organize what was chaos.
Presence that sells
Premium sites with product-grade craft and real perceived value.
Watch the AI work.
AI · Claude
Hi! My team lives in copy-paste and I lose leads because support doesn't scale.
Analyzing…
Lead qualification: 87/100.
Lead qualified · notified on WhatsApp
AI that does real SDR work — it reads, classifies and proposes.
My own product — premium PWA
Premium PWA, offline-first, gamified, 700+ tests. Product-grade craft, end to end.
How I work
I map the fog
where the manual, the opaque, the stuck lives.
I design the system
the clear flow that replaces the chaos.
I build with AI
AI speeds it up, engineering holds it up.
I operate alongside you
I don't vanish at delivery — I tune and evolve.
AI that does real work. Engineering that survives production.
Applied AI & Agents
- Claude / LLMs
- Multi-agent systems
- RAG & tool-calling
Automation & Orchestration
- n8n
- Evolution API / WhatsApp
- API integrations
Web Engineering & Product
- Next.js / React
- TypeScript
- Offline-first PWA
Back-end · Data · Security
- Python
- PostgreSQL / Supabase
- Auth & data privacy
Dev Tooling & MCP
- MCP servers
- Claude Code
- CI & testing
Infra & Compliance
- Vercel / Docker
- Observability
- Privacy by design
What's the biggest bottleneck in your operation?
Tell me — I'll show you how to take it off manual.
Talk on WhatsApp
Your brief lands straight in my n8n — and I reply fast.
Send a brief