Pirros

Pirros is an AI project hub for architects and engineers, allowing firms to find, compare, reuse, and standardise their Revit details and families across projects, teams, and offices.

At its core is AI-powered search that lets architects and engineers “instantly find” details from past projects hidden inside legacy Revit models, helping teams avoid recreating work that already exists but is hard to locate. Instead of relying on how a detail was named or tagged, the search reads its visual composition along with the text and annotations inside it, so the right detail surfaces even when no one remembers what it was called.

Pirros also tracks which details and families a firm reaches for most and uses those usage patterns to recommend which ones are worth promoting into the firm’s standards. Older or unvetted content can be set to reference-only, letting teams browse the firm’s full project history while keeping reuse under control through a simple request and approval step.

Pirros can also evaluate content against a firm’s standards, scanning every family and detail in the standards library and assessing factors such as file size, parameters, geometry, and annotation quality, along with any custom criteria the user defines.

Users can also work with Mira, Pirros’s Revit agent, directly inside Revit, whether to automate batch actions at scale, troubleshoot Revit issues in natural language, or “chat their way into learning Revit.” The agent is trained on design production workflows and is said to go beyond a standard API integration or MCP.