
Open-source CAD/BIM-to-data pipeline for construction AI agents.
By Tanmay Verma, Founder · Last verified 03 Jul 2026
In short
Cad2data Revit IFC DWG DGN — Open-source CAD/BIM-to-data pipeline for construction AI agents. Best for BIM managers needing bulk model-to-table conversion without cloud dependency, Construction estimators automating takeoff from CAD files, AI agent developers building construction automation workflows. Free to use.
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If you need bulk, scriptable CAD-to-table conversion without vendor lock-in and your team can handle CLI tools, this is a solid open-source pick. For teams wanting a GUI or cloud-native workflow, look elsewhere.
Compare with: Cad2data Revit IFC DWG DGN vs OpenAgents, Cad2data Revit IFC DWG DGN vs Persana AI, Cad2data Revit IFC DWG DGN vs Lume AI
Last verified: July 2026
How likely is Cad2data Revit IFC DWG DGN to still be operational in 12 months? Based on 4 signals — momentum (how recently it shipped), wrapper dependency, revenue model, and web presence.
Last calculated: July 2026
How we score →DataDrivenConstruction provides an open-source command-line pipeline that extracts structured data from Revit (`.rvt`), IFC (`.ifc`), DWG (`.dwg`), and DGN (`.dgn`) files on local Windows machines. The output is clean, analysis-ready tables (CSV, Excel, JSON) that feed into AI agents, ERPs, or custom analytics workflows. It is designed for AEC professionals who need to break data out of proprietary BIM file formats without cloud vendor lock-in. The pipeline integrates with the broader OpenConstructionERP ecosystem, enabling automated quantity takeoff, cost estimation, and BOQ generation directly from CAD drawings. Users can trigger conversions via CLI or integrate with AI agents (e.g., Claude, Cursor) using the documented API. What sets it apart is its AGPL-3.0 license, self-hosted Windows execution (ensuring data never leaves your network), and focus on repeatable, scriptable ETL rather than GUI-based model viewers. It targets estimators, BIM managers, and automation engineers who want to bypass manual data export processes. Compared to cloud-based BIM data extraction services (like Autodesk Platform Services), Cad2data offers full data ownership, no per-model fees, and the ability to operate entirely offline — but requires comfort with command-line tools and manual installation.
Cad2data fills a specific niche: converting proprietary CAD/BIM files into structured data on your own hardware. It's not a BIM viewer or a design tool — it's an ETL pipeline for the construction industry. The AGPL-3.0 license ensures full control, and the integration with OpenConstructionERP makes it part of a larger open-source construction stack. When to pick this: you're a BIM manager or estimator who needs to regularly extract quantities, properties, and metadata from Revit, IFC, DWG, or DGN files and pipe them into a database, spreadsheet, or AI workflow. You're comfortable running Python scripts and using a command line. You want to avoid cloud subscription costs and data residency issues. When to pass: your team expects a graphical interface to preview models before export. You need real-time collaboration on the extracted data. Your IT policy prohibits running custom Windows executables or Python scripts. A cloud-first or SaaS model suits your workflow better. Compared to the closest alternative — Autodesk Platform Services (formerly Forge) — Cad2data is free and self-hosted but lacks APS's cloud scalability, model viewer, and extensive API. APS charges per model conversion and requires internet connectivity. Cad2data trades convenience for sovereignty and cost. In practice, the pipeline works reliably for well-formed files, but edge cases (corrupt files, unusual schema extensions) can require manual debugging. The documentation assumes familiarity with construction data schemas. Support is community-driven or paid consulting. Bottom line: a no-frills open-source tool that delivers exactly what it promises — no more, no less. Ideal for automation-savvy teams committed to open-source principles.
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