AI leaves the chat. Does real work.

I design and build agents and integrations — from idea to working product, with evidence and control.

— from bottleneck to evidence

I don't build AI for AI's sake. I start from a real bottleneck, design the product, wire in the context, put controls where they matter — and prove the value working.

Work & Proof

01 Braga Suite Flagship case 438 green tests · governed simulated publishing → 02 Clipia SaaS product payments live (Stripe) · closed beta → 03 Traço Urbano AI + regulatory geometry Cafelândia-PR pilot · fail-closed engine → 04 senior-mcp Knowledge infrastructure 319,309 chunks · in production →

all projects · labs & experiments

The Method

01 Bottleneck where the process actually jams 02 Experience interface and boundaries before integration 03 Core the smallest thing that works end to end 04 Evidence tests, benchmarks, demonstration 05 Product governance and operation once value is proven

Real problem. Clear product. Visible proof.

The Numbers

I started in support — years on the phone, listening to people stuck in frozen systems. Seven years and thirty-plus companies later, every product I build starts from the same place: someone's bottleneck.

7+ years in the Senior ecosystem
30+ companies served
50+ integrations in production
6 products of my own, live

the full story →

04 · conversation

Got a stuck process, a product idea,
a system that needs intelligence?

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call Guilherme

live voice call · AI with his real voice · up to 3 min

keep talking to me — the REAL one this time → or use the contact form