MachineSquad
Engineering Data Warehouse

SkyFrame

A single structured, queryable source of truth for engineering data — connecting 3D model data, tag registers, P&IDs, and engineering documents in one environment. Built so your team, your tools, and your AI systems can all query the same trusted data layer.

3D ExportModel DataDoc PackagesTag RegisterP&ID DataINGESTSTRUCTUREQUERYValidated ExportIM FeedHandover Package

The Problem

Data in Silos

Industrial engineering organisations run on data that lives in disconnected systems. Nothing talks to anything else cleanly.

3D models in E3D or BIM environments
Tag registers in spreadsheets or disconnected databases
P&IDs in document management systems
IM data in systems that don't communicate with the model environment

SkyFrame replaces that sprawl with a single structured data layer.

How It Works

Ingest. Structure. Query.

01

Ingest

Connects to your full engineering information estate — 3D model environments including Aveva E3D, P&ID packages, tag registers, equipment specs, and engineering documents. BIM environments supported.

02

Structure

Normalises, tags, and cross-references against a configurable engineering data model aligned with CFIHOS and ISO 15926.

03

Query

Query, validate, and export engineering data in formats suited to handover, review, or downstream systems — including AI-assisted workflows and agent integrations.

Who It's For

Built for the People Who Own the Data

Information Managers

A queryable tag register that stays in sync with the model.

Project Data Managers

Handover-ready data without last-minute reconciliation.

Operators & Asset Owners

An as-built data layer that can be trusted for integrity management.

Standards

Built with Standards in Mind

SkyFrame's data model is designed with alignment to industry standards.

CFIHOSCapital Facilities Information HandOver Specification
ISO 15926Integration of lifecycle data for oil, gas and chemical industries
ISO 19650Information management using building information modelling

Early Access

SkyFrame is in active development — work with us.

We're working with a small number of early partners to refine SkyFrame against real project data. If you have a brownfield data challenge, a migration ahead of you, or 3D model data that doesn't talk to your IM layer — we'd like to hear from you.

Want to see what SkyFrame can do for your project?

Get in touch with your data challenge and we'll show you how SkyFrame fits.

Contact Us