AI in construction: Brazilian coverage of data and management readiness

The common topic

The three publications discuss AI adoption in construction and obstacles involving data quality, information integration and management. They mention Renato Lerner and Elevare in that context. Interest in AI tools does not remove the need for reliable information or the capability to turn data into decisions.

The topic also appears in the Engenharia Compartilhada publication, identified by that portal as press office content. The original Portuguese sources are linked below; the full texts belong to their respective outlets and rights holders.

Original Portuguese publications and references

• Construção.com.br

  IA na construção civil: por que os dados travam o avanço

  Press office/release repercussion · Portuguese original

  Read on the original portal

• Portal ERP

  IA avança na construção civil, mas integração e qualidade dos dados ainda são desafios

  Press office/release repercussion · Portuguese original

  Read on the original portal

• Brasil Inovador

  Adoção de inteligência artificial na construção civil esbarra em governança de dados e fragilidade de gestão

  Press office/release repercussion · Portuguese original

  Read on the original portal

Decision readiness before tool adoption

Elevare context — not attributed to the outlets

A construction company needs data that reflects jobsite reality, integration across functions and the discipline to act in time. This foundation is part of Organizational Capability. Buffer™ helps frame the relationship between capability and complexity, while construction financial management connects information to cash, cost and margin visibility. Technology should support this foundation, not replace its development. Explore the Elevare articles for more context.