Conditioned design data pipeline for enterprise data lakes
Turn fragmented model data across your projects into structured, versioned information that the firm can query, govern, and reuse.


Model data is one of the richest, yet most difficult to access, sources of project intelligence. Speckle gives you the infrastructure to connect it with enterprise data like ERP, cost and other enterprise data sets.

Pull data from authoring tools, files, and CDEs without relying on manual exports or specialist hand-offs.

Apply governance through validation and conditioning at scale so design data is reliable and structured for reuse.

Transform reliable design data by joining it to other enterprise data sources and begin benefiting from differentiated AI that your firm owns.
manual data entries
faster model validation
QA/QC checks
per team member, weekly
AI and analytics run on clean, structured inputs

Spend less time handling files and fixing errors, and more time thinking so projects move forward confidently.

Automate data preparation and cleanup to accelerate reporting, and give AI and analytics systems reliable inputs.

Standardized, traceable data helps teams catch issues earlier and protect margins across delivery.
Use the lightweight viewer, or build with custom shaders, or hook into Three.js and 3D workflows.
Instead of limiting you, we empower you. Speckle SDKs let you create, query, and manipulate 3D/BIM data at scale in any tool.
With Speckle's GraphQL API, project data is always at your fingertips, no matter the authoring tool it's coming from.
See every object, ID, and parameter exactly as Speckle intends. Filter and query the underlying JSON data for any item.