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    Consulting · Custom systems

    We build the system and keep running it in production.

    Apps, internal systems, AI agents and integrations with the systems your company already uses. We deliver in phases, with the system working at every delivery, and stay on for support after launch. If your company went through the A.I. First Foundation, this is where the design becomes a working system. The same engineering keeps MVA's own products running: leiloa.ai, LawPilot and ProMix.

    simulacao.py — credito-consignado
    simulacao.pytest_simulacao.py
    1from decimal import Decimal
    2from .margem import margem_disponivel
    3
    4def simular(cpf: str, valor: Decimal, parcelas: int) -> Simulacao:
    5 """Simula o consignado com a margem do mês na folha."""
    6 margem = margem_disponivel(cpf)
    7 taxa = tabela_vigente().taxa_para(parcelas)
    8 parcela = calcular_parcela(valor, taxa, parcelas)
    9 if parcela > margem:
    10 raise MargemInsuficiente(margem, parcela)
    11 return Simulacao(valor, parcelas, parcela,
    12 cet=cet_anual(taxa, 12))

    Terminal

    $ pytest tests/credito -q

    ✓ 48 passed in 3.1s

    $ git push origin main

    ✓ CI verde · deploy em produção concluído

    For whom

    Who usually hires this

    • Companies that need to build what the A.I. First Foundation defined
    • Operations with older systems that must keep running alongside the new official record
    • Founders with no in-house technical team who need to build their first product

    Deliverables

    What you get

    • →Development of the cockpit and knowledge core defined in the Foundation
    • →Integration with the systems the company already uses, with data checked across them
    • →Agents and automations within the agreed scope and approval limits
    • →Monitoring, audit trail and criteria for rolling back a release, from the first production deploy
    • →Documentation and pairing with your team so it can take over the system

    Methodology

    How the work is done

    Depends on the scope defined in the Foundation. Work is split into cycles, and each cycle ends with something in production.

    1. 01

      Scope and definition of done

      We define what goes into the first delivery, what waits and how to measure whether it worked. Without that definition in writing, development does not start.

    2. 02

      Building in complete slices

      Each slice includes data, agent, approval and screen, and ships to production. One slice working end to end comes before four half-built layers.

    3. 03

      Assisted operation

      We follow the system in production: what broke, what people rejected in staging and where the agent got it wrong. That information drives the fixes.

    4. 04

      Handover

      Records of technical decisions, an operations manual (runbook) and pairing with your team until it can run the system without MVA.

    Book a 30-minute call

    Free, with Thiago Lara, MVA's founder. You describe your case and he tells you whether this service makes sense for your company.

    A system we built

    OkCash payroll-loan platform

    Simulation against the payroll margin, contract signing, disbursement through the partner bank, payroll collection and assignment of the contracts to the fund, with the securitizer's file reconciled contract by contract.

    Screen recreated with fictional data.

    Backoffice · OkCash

    Esteira de contratos

    outubro
    Contrato · empregadorStatus
    • CCB 004812Metalúrgica Andrade · R$ 8.400,00 · 24xAtivo
    • CCB 004811Rede Bom Preço · R$ 3.150,00 · 12xLiberado pelo bancarizador
    • CCB 004809Hospital São Lucas · R$ 12.900,00 · 36xAtivo
    • CCB 004806Transportes Vale · R$ 5.700,00 · 18xAtivo
    • CCB 004805Colégio Horizonte · R$ 2.480,00 · 10xAguardando desembolso
    • CCB 004803Laticínios Serra Azul · R$ 9.960,00 · 30xAnálise de documentos
    • CCB 004801Construtora Vértice · R$ 6.300,00 · 24xAtivo
    Desconto em folha conferido com o empregador todo mês

    Lote de cessão

    conciliado
    Contratos
    42
    Valor presente
    R$ 318.420,55
    • Arquivo posicional geradoheader, 42 contratos e trailer · hash conferido
    • Enviado à securitizadoraFIDC Consignado Sul
    • Cessão confirmadalote aceito sem rejeição

    Conciliação: 42 de 42

    Retorno da securitizadora batido contrato a contrato, com o histórico de cada mudança guardado.

    Lote de cessão · exemplo com empresa fictícia
    In production

    Products MVA built and runs

    Other consulting services

    All consulting

    AI agents ready for your company's routine

    Each agent does the repetitive work of one area and waits for your team's approval.

    See all agents

    About Custom systems

    Frequently asked questions

    Tell us what you need to solve

    A free 30-minute call to understand the problem and tell you honestly whether MVA is the right fit.