We are building the intelligence layer your engineering is missing
We start where the data starts — your CAD files. Upload a STEP file and get structured BOMs, interactive 3D, and AR-ready documentation in minutes. That's layer one. Many more are coming.
Trusted by 50+ engineers in beta
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Live platform metrics
Layer one
The intelligence layer
starts with accessible data.
Before engineering data can be understood, it needs to be extractable, structured, and connected. That's the foundation we've built. What you see below is layer one. There are many more ahead.
01
Built-in Augmented Reality
Engineering data that lives only on a screen is only half useful. AR puts full-scale 3D models on-site, in context, without extra apps or headsets. It's the access layer for engineering data in the physical world.
02
Automated Documentation Pipeline
Upload a CAD file and our pipeline extracts geometry, builds BOMs, renders 3D views, and generates technical specs automatically. No manual input, no rework.
03
Fast Processing Engine
Average end-to-end processing time is under 3 minutes for most assemblies. Our geometry algorithms are optimized for CAD parsing, part hierarchy detection, and dimension extraction at scale.
04
Scales to Real Workloads
Large assemblies open in seconds, not minutes. The platform is built to handle real engineering workloads up to 10,000+ components without degrading.
05
Security and Data Privacy by Design
Encryption and data isolation were built in from day one. Your CAD data is never used for AI training. Single-tenant deployments available for full data control.
06
Mobile by Design
The phone is the most-used device on the shop floor and in the field. Engineering data that doesn't work on mobile stays locked at the desk. We built for phones first — full 3D viewer, BOMs, and AR, all accessible on any screen without installing anything.
07
Cloud-Native Infrastructure
Multi-tenant by default, single-tenant on demand. Built on scalable cloud infrastructure from the start, a prerequisite for the AI workloads ahead.
08
Geometry Processing
Determinism is one of the most important properties for a data layer. Our geometry engine computes exact dimensions, part hierarchies, bounding volumes, and mesh structure directly from CAD geometry. LLMs are powerful, but they hallucinate. This part doesn't.
Layer two · In development
Once the data is structured,
agents can reason about it.
Layer one turns CAD files into connected engineering data — the most important foundation for a connected system. Layer two is what we're building on top of it right now, and it enables agents that work directly against that structured data, not the raw files.
01
Agent-Ready Data Layer
Our own agents already run against the structured database of parts, assemblies, and geometry — enriching and validating data as it comes in. User-facing queries build on the same foundation.
02
Semantic Search Across Engineering Data
Find parts by what they are, not just by name. Search across every assembly you've ever uploaded, by geometry, material, function, or context.
03
Cross-Assembly Insights
Detect reuse, spot near-duplicates, and surface patterns across your full catalog. Structured geometry makes this tractable — LLMs alone can't.
04
On-Prem & Edge Ingestion
A lightweight on-prem component that ingests CAD files directly from your network. No multi-gigabyte uploads over the public internet, no egress from restricted environments — just structured data flowing into your cadop.io tenant.
05
Full Documentation System
Beyond BOMs: test reports, inspection records, change orders, and release packages — all linked to the same structured CAD data. One source of truth for everything that needs to reference a part or assembly.
How It Works
Drop your CAD file.
Get a Living Document.
Explore your 3D model in-browser or on-site with AR. Review auto-generated parts lists and technical data. Share interactive documentation with your team. No exports needed.
3D model kindly provided by Chính Mai Đăng
Assembly Statistics
Total Items
499
Total Instances
498
Parts
426
Assemblies
72
Unique Parts
154
Unique Assemblies
68
Max Depth
6
Subassemblies
72
Dimensions
Total Assemblies
68
Total Parts
261
Total Quantity
1904
Unique Components
329
| Part / Assembly | Type | Qty | Volume | Surface | X | Y | Z |
|---|---|---|---|---|---|---|---|
 Upper Body 2DoF_CAR:1 | assembly | 1 | N/A | N/A | 353.45 mm | 559.28 mm | 229.71 mm |
 Arm 3DoF_ARM:1 | assembly | 1 | N/A | N/A | 615.75 mm | 255.82 mm | 460.43 mm |
One Layer of the Problem
Manual vs Automated CAD Documentation
Documentation is one concrete layer of the engineering-data problem. Automate how it gets created and several problems disappear at once: no manual file management, no software stack dependency, and every output is structured the same way. That consistency is what makes it connectable.
| Feature | Manual Process | With Cadop | Improvement |
|---|---|---|---|
| Documentation Time | 2–4 hours per assembly | ~3 minutes avg. | 95% faster |
| Data Entry Errors | 5–15% error rate | < 0.1% error rate | 99.9% accurate |
| Cost per Assembly | €100–200 in labor | €0.58 per assembly | 97% cheaper |
| Format Consistency | Varies by engineer | Standardized templates | 100% consistent |
| Scalability | More assemblies? Hire more people. | Unlimited with same team | Unlimited |
And there’s more you can’t even put a number on
Manual documentation carries a 5–15% error rate. A single wrong part number can mean thousands of Euros in scrapped parts or assembly line stoppages.
Generate up-to-date documentation at every design freeze, not just the final one. Your Digital Thread stays current throughout the entire development cycle.
Non-technical decision-makers can review 3D models and BOMs without CAD licenses. Fewer misunderstandings, faster sign-offs.
Documentation lives independently of the engineer who created it. When people leave or switch projects, institutional knowledge stays.
Every assembly gets the same clean output format. No more inconsistencies between engineers, departments, or locations.
Everyone — from designers to procurement to management — can view 3D models and BOMs without a CAD license. Data reaches downstream teams faster, so follow-up processes start sooner.
Handle growing project complexity without growing your documentation team. From single parts to thousand-component assemblies, the process stays the same.
Engineers spend time engineering, not formatting spreadsheets. Automate the repetitive work and focus on what actually moves the project forward.
All your design data — BOMs, 3D models, specifications — lives in one structured place. No more hunting through shared drives or email chains.
Frequently Asked Questions
Get in Touch
Join the beta. Layer one is live today — interactive 3D, automated BOMs, and AR from a single CAD file. Help us build the rest.