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Vitor Marques — software, systems and artificial intelligence

Web development, automation and AI agents that turn business problems into systems that work.

web developmentautomationAI agents
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01 / Projects in the field

Systems brought to life.

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02 / Services

Real solutions

From the first workflow to a live product, every engagement starts with the problem and ends with something usable.

01digital product

Web development

From idea to operation, with interface, business rules and technical foundations designed as one product.

OutcomeA functional, responsive product ready to evolve.
02connected process

Automation

Manual routines become integrated, observable workflows designed to handle exceptions.

OutcomeLess manual work, fewer errors and a traceable workflow.
03applied AI

AI agents

Agents connected to company context, with approved tools and a safe path to human support.

OutcomeA useful, bounded agent integrated into operations.

Have a stalled process or an idea to bring to life?

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03 / Applied method

From problem to system

  1. 01
    01 / 04Diagnosis

    Problem before tool

    Start with what needs to change, not with what a tool promises.

    Key question
    What really needs to change?
    Deliverable
    A bounded problem and mapped context
  2. 02
    02 / 04Modeling

    System before stack

    Model relationships, rules and context before choosing technology.

    Key question
    How do people, rules and data relate?
    Deliverable
    Workflow architecture
  3. 03
    03 / 04AI application

    AI as a layer

    Use models where they improve real operations, supported by data and validation.

    Key question
    Where does the model create real value?
    Deliverable
    An AI layer with boundaries and validation
  4. 04
    04 / 04Validation

    Development as discovery

    Build, test with operations and adjust until the system works in the real world.

    Key question
    What does real use reveal?
    Deliverable
    An adjusted, operable system

04 / Next problem

Every complex operation hides a possible system.

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