Cases

    What MVA builds and transforms.

    In-house products in production operated by the holding. Client cases executed via advisory. A living catalogue of what vertical AI agents are delivering today in Brazil's regulated markets.

    Methodology

    How we build each case

    Whether in-house product or advisory engagement, the method is the same: diagnosis of a real process, agent architecture that understands Brazilian context, implementation in short sprints, direct outcome measurement.

    See advisory approach
    1. 01

      Diagnosis

      We map the human process to be replaced or accelerated.

    2. 02

      Agent architecture

      We design the topology of agents, integrations and data.

    3. 03

      Validation sprint

      Functional prototype in 2 to 4 weeks, with a clear metric.

    4. 04

      Operation and evolution

      Production release, monitoring and ongoing roadmap.

    Got a case for MVA to execute?

    Advisory engagements start with a fit conversation. In-house products come from recurring pain in vertical markets. Whichever door, we like to talk early.