Endra.ai vs. FireBIM

Two Approaches to AI-Assisted Fire Alarm Design

Endra.ai and FireBIM both use automation and AI to improve fire alarm design, but they approach the problem differently. Endra is a new AI-focused MEP design platform that integrates with Revit. FireBIM is fire alarm design software that works directly inside Revit.

Endra.ai	FireBIM
New AI-native MEP platform	Fire alarm design directly inside Revit
Perform design in a purpose-built environment	Keep Revit as the design environment
Broad multidisciplinary MEP focus	Specialized fire alarm design focus
Connect results with Revit	AI interacts with the live Revit model
Fire alarm capabilities are newly emerging	Released fire alarm calculations and workflows

Two Different Approaches

Endra: A New Platform for MEP Design

Endra is building a new environment for AI-assisted MEP engineering. Rather than relying entirely on Revit as the design platform, Endra uses its own platform to automate MEP design and then connects that work with Revit.

Best suited to firms interested in: A new AI-first approach to generating and automating MEP designs, including fire alarm systems.

FireBIM: Fire Alarm Design Inside Revit

FireBIM takes a different approach. It adds fire alarm engineering, calculations, documentation, and automation directly to Autodesk Revit. With FireBIM 1.0, its MCP server also allows AI assistants to work with FireBIM and the live Revit model.

Best suited to firms interested in: Adding fire alarm engineering and AI automation without moving the design process outside Revit.

The Revit Difference

Side-by-side workflow comparison. Endra.ai: Building Data flows into the Endra AI Design Platform, then AI-Assisted MEP Design, then Revit. FireBIM: Building Data flows into Revit + FireBIM + AI working together in the model, then Fire Alarm Design, then Riser Diagrams, Calculations, and Schedules.

Both approaches ultimately work with Revit. The difference is where the fire alarm design happens.

Endra introduces a new AI-focused design platform into the workflow. FireBIM adds fire alarm engineering and AI capabilities directly to the Revit environment.

Compare Endra.ai and FireBIM

	Endra.ai	FireBIM 1.0
Primary environment	Endra platform	Autodesk Revit
Revit integration	Yes	Native Revit add-in
AI approach	AI-native design platform	AI assistant + established fire alarm tools
Fire alarm design	Emerging fire alarm module	Released fire alarm product
Device placement automation	Yes	Yes, through AI and MCP
Circuiting automation	Yes	Yes, through AI and MCP
Voltage drop calculations	Yes	Yes
Battery calculations	Calculations and documentation automation	Yes, generated and coordinated inside Revit
Riser diagrams	Automated documentation	Generated and coordinated inside Revit
Cable routing	Yes	Circuit organization; wire graphics remain a Revit task
Multidiscipline MEP	Yes	FireBIM focuses on fire alarm design
MCP support	Not central to current approach	Yes
Existing Revit workflow	Adds another design environment	Works within it

What Does MCP Change for FireBIM?

Before MCP

Engineer → FireBIM → Revit

With FireBIM 1.0

Engineer → AI Assistant → FireBIM → Revit

The MCP server gives supported AI assistants access to FireBIM functionality and information in the live Revit project.

For example, an AI assistant can inspect the building, understand its geometry, place fire alarm devices, organize circuits, populate device data, and use FireBIM to generate supported calculations and documentation. When engineering judgment is required, the engineer can make the decision and allow the AI to continue.

The AI does not replace FireBIM’s engineering calculations. It provides a new way to use them.

Released Fire Alarm Engineering vs. a New MEP Platform

FireBIM

Fire alarm design in Revit is the product’s core purpose. Existing capabilities include:

Fire alarm device and family data
Device addressing
Panel and circuit management
Model-driven riser diagrams
Point-by-point and end-of-line voltage drop calculations
Battery calculations with device and internal panel loads
Coordinated schedules and documentation in Revit
AI-assisted workflows through MCP

Endra.ai

Fire alarm design is part of a broader AI-driven MEP platform that is also being developed for:

Electrical
Fire alarm
Lighting
HVAC
Plumbing
Sprinklers
Containment and conduit

The difference is specialization versus breadth. FireBIM is built specifically around fire alarm design in Revit. Endra is building a broader platform intended to automate multiple MEP disciplines.

Which Approach Fits Your Workflow?

Consider Endra.ai if you want to adopt an AI-native MEP platform, automate multiple MEP disciplines, prioritize cable routing and zone maps, or are open to a new design environment. Consider FireBIM if you want to keep Revit at the center, connect risers, calculations and documents, add AI without a separate design platform, and keep the engineer in control of the design.

One Goal. Two Very Different Paths.

AI is creating new opportunities to automate fire alarm engineering, but Endra.ai and FireBIM demonstrate that there is more than one way to get there.

Endra.ai is building a new AI-focused platform for MEP design that connects with Revit.

FireBIM keeps fire alarm design inside Revit and adds the riser diagrams, calculations, documentation, and AI access that fire alarm designers need.

Want to see what AI-assisted fire alarm design looks like directly inside Revit?

Explore FireBIM Start a Free Trial