Absolute memory. Programmable execution.
The intelligence of a conductor rests on the ability to remember the past and apply the right method to the present. The Vonbuild OS does not merely read your files. It understands them in space, in time and in action.
Most AI solutions on the market rely solely on semantic search (RAG). That is insufficient for the complexity of construction. A technical modification has a date, an author, contractual relationships and requires a specific competency to be processed. Here is how Vonbuild structures your company's intelligence.
AEC-RE demands more than a database
From the moment a document or email is ingested, the orchestrator distributes the information across 3 distinct brains for a total understanding of context.
Dimension 1
RAG (semantic vector search)
Dimension 2
The Knowledge Graph (the Neo4j web)
Dimension 3
The Timeline DB (the project black box)
RAG (semantic vector search)
The conceptual memory. Faced with 10,000-page Tender Documents, RAG allows agents to understand the meaning of a query. Example: "Find all clauses relating to force majeure or adverse weather." The agent instantly extracts the relevant paragraphs, regardless of the exact wording. This is not keyword search. It is a genuine semantic understanding of your query.
3 interconnected memory dimensions
Every ingested document simultaneously feeds all 3 brains. Information is understood in its semantics, its relationships and its chronology.
Conceptual memory
Semantic understanding across 10,000+ pages. The agent finds the meaning of your query, not the keywords. An entire set of Tender Documents becomes queryable in natural language.
Relational memory
Nodes and links between entities: contracts, invoices, subcontractors, risks. Does a variation impact 12 work packages? The graph knows in milliseconds.
Dimension 3 — Timeline DB
Chronological memory
The project black box. Every drawing version, every human approval, every email timestamped to the second. The ultimate weapon for dispute resolution.
Skills: the competency factory
The 4th dimension of Vonbuild is action. Skills are your working methodologies translated into executable behaviours for the Masters.
Global Skills (state of the art)
Provided natively by Vonbuild. The agents already master the Eurocodes, DTU, CCAG 2021, SIA standards and PMP/Agile management frameworks. Every regulatory framework is encoded and versioned.
Company Skills (your processes)
Do you have an ISO 9001 quality charter or a procurement approval process specific to your group? Transcribe it into a Skill. Every agent will apply it rigorously across all your projects. Your internal rigour, digitised and scalable.
Autonomous Skill creation
This is the magic of level 5. A user requests a novel verification from the engineering agent (for example, a specific glazing dimensioning). The agent understands the logic, codes its own calculation script, validates it with you, and registers it as a new reusable Skill.
Sharing and scalability
A Skill created by a site manager in Lyon is immediately available to the engineering consultancy in Geneva. Your OS grows richer from your colleagues' intelligence every day. Know-how no longer disappears when people leave.
Vonbuild does not replace your tools. It operates them.
An operating system is nothing without its peripherals. The agentic OS integrates invisibly into your existing software ecosystem.
Computer Use
The agent has its own screen. Our agents are equipped with Computer Use technology. They have a secure cloud web browser to operate your SaaS platforms, online calculation tools and supplier portals. The agent navigates, clicks, types and downloads exactly like a human.
Microsoft 365 and triggers
Outlook: the orchestrator reads incoming emails and classifies attachments. OneDrive: a simple drag-and-drop of a PDF triggers automatic ingestion. Teams: query your agents directly from a conversation.
Model Context Protocol
MCP Servers
Integration without limits. Has your IT department developed in-house tools or a bespoke ERP? MCP creates a secure bridge between your existing systems and the agentic intelligence. Contact architecture
How MCP connects your tools to the OS
A secure bridge between your existing systems and the agentic intelligence.
Your ERP
SAP, Navision, in-house tool. The OS connects to your existing information system.
Secure bridge
MCP Server
Authentication, access rights, full logging.
Vonbuild Agent
Intelligent query, contextual processing, deterministic action.
Result
Report, ERP update, automatic alert, structured export.
MCP integration consulting
The friction of software adoption vanishes when users do not have to change their habits.
Bespoke integration
If your tools do not have public web access, our technical architects step in to package your existing software as secure MCP servers. The Vonbuild agent will be able to query your historical cost database and update your ERP in real time.
Your teams change nothing
Your teams continue to use Outlook and Teams. Your Vonbuild agents work in the background, connected to your entire information system. All whilst scrupulously respecting the access rights defined by your IT department.
Transform your company's knowledge into an executable asset
Connect intelligence to your IT systems. Deploy the 3 memory dimensions and the Skills factory on your real project.