Geometry-native knowledge graph

Turn 3D models intoAI-readable decision systems.

Digital Brain transforms design and engineering models into structured graphs, enabling traceable decisions, retained knowledge, and human-AI co-reasoning.

Geometry-nativeGraph-firstTraceable

Live phase bridge — Design, Engineering, and Construction connected through a graph, with active decision memory.

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READY
DESIGNINTENTMassing envelopeFacade gridCore & shaftsCirculationRoof geometryENGINEERINGANALYSISStructural modelMEP coordinationLoads & combinationsEnergy / performanceDetailing intentCONSTRUCTIONDELIVERYSequences & 4DSite logisticsQA / inspectionsHandover packageField telemetry
Decision lineage

Decision

Locked facade module 4B

↳ glazing depth · 320mm

Constraint

Structural envelope updated

↳ 12 elements re-coordinated

Memory

Captured tacit decision

↳ acoustic strategy · L3

Trace

Linked decision · element

↳ core wall · CW-201

Reason

Agent proposed alternative

↳ reduced cost · −7.4%

The Foundation

AI still cannot readthe real asset.

Most AI tools connect to software. Digital Brain connects to the actual system: geometry, relationships, decisions, and knowledge.

01 / 05

Geometry is the real digital asset

Most engineering value is locked inside geometry, elements, systems, and relationships.

02 / 05

APIs are not enough

Tool connections enable actions, but they do not create system-level understanding.

03 / 05

Graphs are the right abstraction

Elements, dependencies, constraints, and intent are naturally relational.

04 / 05

Decision tracking is missing

Design decisions are disconnected from the elements and outcomes they influence.

05 / 05

Tacit knowledge is lost

Critical reasoning disappears in meetings, chats, and people's heads.

Framework

The Digital BrainFramework

Step · 01Geometry -> Graph

Engine

Convert BIM, CAD, and engineering models into structured graph representations.

INPUT
Step · 02Digital Brain

Product

Add decision tracking, knowledge capture, AI agents, and project memory.

CORE
Step · 03Human-AI Co-Reasoning

Vision

Humans and AI operate on the same structured language of systems, relationships, and intent.

OUTPUT

If humans and AI are to reason together, they must operate on the same structured representation of reality.

Capabilities

What Digital Brainenables

Graph Foundation

Convert 3D models into nodes, edges, attributes, and relationships.

Decision Memory

Link decisions to geometry, systems, people, and downstream impact.

Knowledge Capture

Turn design intent and tacit knowledge into structured project memory.

AI Co-Reasoning

Let AI agents reason across geometry, constraints, and trade-offs.

Impact Mapping

Track how people, decisions, and design changes influence outcomes.

How it works

From geometry todecision systems

  1. 01

    Translate

    Upload or connect BIM, CAD, or engineering models.

  2. 02

    Structure

    Geometry, metadata, relationships, and decisions become graph data.

  3. 03

    Reason

    AI agents and humans query, analyse, and co-reason over the system.

  4. 04

    Learn

    Decisions and tacit knowledge become part of the company's memory.

Prototype

From research prototype tocompany-scale Digital Brain

Prototype environment
Sita prototype environment

This prototype demonstrates how geometry, element data, and design intent can become part of a structured reasoning environment. Digital Brain extends this logic into company-scale decision systems.

Team

The minds behind theDigital Brain

Digital Brain is developed as a collaboration between system architecture, research credibility, AI strategy, business growth, and execution capability.

Team graph
nodes · 5edges · 8
Pilot

Build a Digital Brainfor your company

We are opening selected pilot discussions with organisations working across complex design, engineering, and decision-heavy workflows.

Sector · 01

AEC / facade / structure

Sector · 02

Aerospace / automotive

Sector · 03

R&D / universities

Sector · 04

Complex product systems

Discuss

Start theconversation

Reach out to discuss transforming your organisation.