ARTFEED — Contemporary Art Intelligence

Software Adoption in Architecture Fails Without Enablement

architecture-design · 2026-06-10

The architecture, engineering, and construction (AEC) sector is currently experiencing a third wave of digital transformation characterized by automation, artificial intelligence, and tailored software ecosystems. In contrast to previous phases that relied on a limited number of tools, the current environment presents numerous AI-driven solutions. However, many organizations struggle with adoption due to difficulties in modifying established workflows. Pirros, an AI project hub catering to architecture and engineering firms, assists teams in locating, reusing, and managing Revit details, families, and standards. Talar Grace, Pirros' Head of Customer Success, promotes an enablement philosophy that emphasizes initiating with one team and project, integrating software into current processes, and viewing enablement as a continuous journey. Lake Flato Architects utilized Pirros to make their extensive knowledge base accessible. Designers evaluated the platform during documentation-heavy stages, establishing feedback channels early on, which led to organic growth in adoption as teams recognized the software's benefits. The effectiveness of new software hinges on how well organizations implement, support, and weave it into daily workflows.

Key facts

  • The AEC industry is in a third wave of digital transformation involving AI, automation, and specialized software.
  • Pirros is an AI project hub that helps manage Revit details, families, and standards.
  • Talar Grace is Head of Customer Success at Pirros.
  • Grace advocates starting with one team and one project to build momentum.
  • Training alone is insufficient; software must be integrated into existing processes.
  • Enablement is an ongoing process requiring continuous support and refinement.
  • Lake Flato Architects implemented Pirros to make accumulated knowledge more accessible.
  • Designers tested Pirros during documentation-intensive phases with established feedback channels.

Entities

Institutions

  • Pirros
  • Lake Flato Architects

Sources