3D Intelligence Platform
CADDLE sits alongside your existing infrastructure — indexing, understanding, and surfacing your 3D parts library so every team can find, compare, and reason over geometry.
SSH · OBJ · STL · GLB · No migration required
Most PLM environments track metadata — part numbers, revisions, BOMs. What they don't do is understand the geometry itself: what a part looks like, how it compares to others, whether it already exists somewhere in the library.
CADDLE fills that gap. It connects to your file server directly, builds a searchable understanding of every shape in your library, and makes that understanding available to your engineers, procurement team, and design tools — without disrupting the systems already in place.
The result is a parts library that becomes progressively more useful over time, rather than a static archive that grows harder to navigate.
Find geometrically similar parts across the full library using vector embeddings — not just metadata matching or manual tagging.
Ask in plain English. Retrieve parts, understand distributions, identify quality issues — without writing a single filter rule.
Parts are typed and grouped on ingest — gears, bearings, fasteners, housings — without any manual tagging or taxonomy work.
Surface redundant parts before they proliferate. Reduce supplier complexity and rationalise your library over time.
Section cuts, point-to-point measurement, feature annotation — without leaving the browser or opening CAD software.
Export PDF and Word reports for design reviews, procurement decisions, or library audits — generated from live data.
CADDLE is designed as a read layer — it connects to your existing file server over SSH, indexes what's already there, and exposes a search and analysis interface. Nothing moves. Nothing changes in your existing tools.
Provide SSH credentials and the path to your models directory. CADDLE connects directly — no agent to install, no data to export or migrate. Your files stay exactly where they are.
CADDLE reads your geometry files, builds vector embeddings for shape similarity, and classifies each part by type. The process runs in the background and updates incrementally as files change.
Engineers browse by type, search by shape similarity, or ask plain-language questions. Every part opens in a full 3D viewer with measurement and section tools, directly in the browser.
Design reviews, library audits, and procurement analyses can be exported as structured PDF or Word documents — populated automatically from the live library data.
The parts library shouldn't be a search problem for engineers. It should be an intelligence layer the whole organisation can reason over.
On the role of geometry intelligence in modern PLM infrastructure
CADDLE is available now. Connect your file server and have your parts library indexed and searchable in minutes.