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Software and AI, built to a written scope.

Integrations, custom systems and AI features. The first piece works in week 1.

The 30‑minute call is free. WhatsApp opens with a first line ready to finish.

Commitments

  • Written scope

    What is in, what is out, the timeline and the definition of done.

  • Weekly delivery

    Another piece working every week; nothing is saved for the end.

  • Your code

    The code is yours, and the contract says so.

  • Overlapping hours

    Working hours overlap the US and Europe.

  • English throughout

    Calls, scope, docs and code in English. Contract in English, international invoicing.

Teams that outgrew their tools.

Tech companies first, and businesses whose tools fell behind.

  • Tech companies, partners

    Engineering on demand, or AI inside the product you ship.

  • Firms and agencies

    Repair shops, agencies, firms: quotes answered right away.

  • Retail and e-commerce

    Inventory, orders and support connected to your ERP.

  • Legacy back offices

    Spreadsheets and rework become a workflow with owners.

  • Clinics and aesthetics

    Appointments that confirm themselves and remind the patient.

Not on the list? Book a 30‑minute call (opens Cal.com) or message us on WhatsApp (opens WhatsApp).

4 different approaches.

Use one, or combine them in the same project, depending on the problem.

Integrations

When someone types the same thing twice.

ERP, CRM and third-party APIs connected. Nothing typed twice.

ERPCRMWhatsApp

AI automation

When a routine depends on someone remembering.

Triage, scheduling and repeated questions, without someone remembering.

MessageAIReply

Custom systems

When the work lives in a spreadsheet or on paper.

From a spreadsheet to a web system built for you.

SpreadsheetWeb system

AI consulting

When you want to know if AI fits before you build.

Where AI fits, and where it does not, before you build.

ProcessAI fitsNot for AI

Not sure which one fits, or whether to combine them? Book a 30‑minute call (opens Cal.com) or message us on WhatsApp (opens WhatsApp).

One process, every project.

Scope in writing first, then a working piece every week from week 1.

  1. before

    Written scope

    What is in, what is out, the timeline and the definition of done.

  2. week 1

    First piece working

    A screen or flow running. You tell us what to change.

  3. weeks 2, 3…

    Every week

    Another piece each week. Nothing saved for the end.

  4. after

    Adjustments, maintenance

    Adjustments included, maintenance under contract, the code is yours.

The total timeline is the one in your scope.

The first step is a conversation.

AI only to understand people.

Everything else is plain, tested code: it records, updates and notifies.

  1. Request arrives

    In plain words, inside your product.

  2. AI drafts

    It classifies the request and drafts a reply from your docs.

  3. Code updates

    No AI here: tested code updates the ticket and notifies.

  4. Person takes over

    Anything outside the pattern goes to a person, with the history.

illustrative example · AI inside an existing support flow

Want to know where AI fits in your product? Book a 30‑minute call (opens Cal.com) or message us on WhatsApp (opens WhatsApp).

Daniel Sampar

The person you talk to first is the one who runs the project.

Software engineer who has worked at companies in the US, Israel, the UK and Portugal, now working as an AI engineer.

  • Writes the code He writes the code himself.
  • Runs the consulting He runs the consulting himself.
  • Team per project A team and freelancers join when the scope calls for it.

Talk to Daniel directly: book a 30‑minute call (opens Cal.com) or message on WhatsApp (opens WhatsApp).

Short answers, no fine print.

The questions we get first.

What happens when the AI gets it wrong?

Anything outside the pattern goes to a person. Recording and notifying is tested code.

Do we have to replace what we already use?

No. We integrate with it and replace only what no longer fits.

Who writes the code?

Daniel. A team and freelancers join per project.

Who owns the code?

You do. The contract says so.

How long does it take?

The timeline is in the scope. The first piece works in week 1.

Can we start small?

Yes. Each week adds the next piece.

What happens after launch?

Adjustments included, then maintenance under contract.

Which time zone do you work in?

Brazil, with hours that overlap the US and Europe.

What language do you work in?

English, end to end: calls, scope, docs and code.

How do contracts and invoicing work?

Contract in English, international invoicing.

Another question? Book a 30‑minute call (opens Cal.com) or message us on WhatsApp (opens WhatsApp).

Tell us the problem.

The 30‑minute call is free. The scope in writing comes before any code.