Process automation
Repetitive tasks become n8n flows: approvals, notifications, system sync. Your team stops copying and pasting.
We are two product-minded engineers. We extract the data trapped in your systems, model the base for AI, automate processes and build agents that answer about your business. When no-code falls short, we drop to real code (Go, Rust, Python, AWS). Production systems, not prototypes.
01export const agent = async (input) => {02 const rows = await db.query(sql);03 const ctx = embed(rows);04 return llm.run({ ctx, input });05}; We connect what your company already runs on
Start with one targeted automation and grow into the data + AI backbone of your operation.
Repetitive tasks become n8n flows: approvals, notifications, system sync. Your team stops copying and pasting.
We pull data out of wherever it’s trapped — production DB, ERP, spreadsheet, legacy API — and build pipelines that collect, clean and unify it all in one place.
One single source of truth. We centralize data from your whole operation into a reliable, versioned datalake/warehouse, ready to query.
We structure and enrich the base — embeddings, vectors, schemas and features — so your AI agents answer accurately about your own data.
The metrics that matter, in real time, where your team already works. Decisions on data, not gut feeling.
Copilots, chatbots and RAG agents that know your business, answer from your knowledge base and take real actions.
We connect TOTVS, SAP, NetSuite, HubSpot, Salesforce, Pipedrive, RD, payments and WhatsApp. Your systems finally talk.
WhatsApp and voice support that qualifies leads, schedules, answers questions and only escalates to a human when needed.
OCR + LLM turn invoices, contracts and bills into structured data, ready for your system. No manual typing.
Automatic capture, enrichment and cadence. Leads come in, get qualified and land in the CRM ready for the team.
"Chat with your data" on Slack or Teams. Ask in plain language and get answers pulled from your own systems.
Off the legacy, migrate data, switch ERP or CRM without stopping operations. Clean exit, safe landing.
RAG in production, LLM observability, model deployment. The part that holds scale — built with Go, Rust and AWS.
When automation becomes a product, we build the whole software — from database to front-end. It becomes your asset, not a cost.
No-code is great for validating fast. But once volume grows, integration gets critical, or the client demands performance, you need real engineering. We do both — and we know when to switch.
We think about your business as a product: what moves the metric, what scales, what becomes an asset. We ship solutions, not just "task done".
n8n for speed; Go, Rust, Python and AWS when the bottleneck demands performance, reliability or scale. You are never stuck behind a tool limitation.
Observability, error handling, tests and documentation. What we ship runs by itself at 3am — and you can actually maintain it.
No handoff to juniors. The people you talk to are the ones who build it. Lean team, fast decisions, zero telephone game.
Each stage delivers value on its own. You decide how far to go — no giant contract upfront.
We map your processes, find the bottlenecks and calculate ROI. You leave with a prioritized automation plan — even if you do not continue with us.
We architect the solution: flows, integrations, data and where AI fits. Clear scope, clear timeline, fixed price.
We build, test and ship. n8n + code where needed, with monitoring and documentation from day one.
We keep it running, evolve it and measure results. Or we train your team to take over. Your call.
Four ways to work with us — from a low-cost entry point to an ongoing operations partner.
The entry point. Low risk, high return.
Ideal for those who know they waste time but not where to start.
Fixed scope, fixed timeline, flow live.
Ideal to solve one specific pain and feel the result fast.
When automation becomes software.
Ideal for AI agents, copilots or a custom micro-SaaS.
Your automation team, monthly.
Ideal for those who want to evolve and keep everything running without hiring.
Representative examples of the kind of outcome we deliver. Numbers vary with context.
From no-code to low-level infra. We pick the right tool for the problem — not the one we happen to know.
It depends on the package. The Diagnostic is a short fixed-price project. Sprints and builds have scope and price locked before we start — no surprises. AI Operations is a monthly fee. You always know the cost before you approve.
The diagnostic comes in days. The first automation of a sprint usually goes live in under two weeks. Bigger projects (agents, micro-SaaS) vary, but we ship in slices — you see value along the way, not only at the end.
We handle data per Brazil’s LGPD. We work with least-privilege access, encrypted data, and we can run everything in your own cloud or on-premise when needed. You own the data and the code.
Your choice. You can take the AI Operations package and we handle evolution and maintenance. Or we do a full handoff, with documentation and training, for your team to run. No eternal lock-in contract.
When it fits, we do — it’s fast and cheap. But no-code has a ceiling: high volume, complex integrations and critical performance need code. Since we’re engineers, we know when to switch and never leave you stuck behind a tool limit.
From SMBs to enterprise operations. The Diagnostic exists precisely to find the right starting point for your stage — without you buying more than you need.
A 15-minute diagnostic, no strings attached. We look at your operation and point to where automation pays off fastest.