Key result
4 agents
domain-specific, in production: landscaping, civil works, hydraulics, specifications
Faster BTP/VRD studies, without sacrificing rigour.
The client wanted to speed up and secure its landscaping and VRD studies (utilities, hydraulics, estimating, technical documents), on both public and private projects.
The challenge: quickly find the right regulatory information, exploit plans and diagrams, and produce consistent deliverables.
The context
An engineering consultancy, dense files, little time.
1 sector · construction & public engineering
A team of AI agents, one per specialty.
We designed a multi-agent architecture orchestrated by workflows. Each agent is backed by a dedicated knowledge base and a hybrid OCR + text model to process documents, plans and diagrams.
The V1 agents
A multimodal stack, spoken and written.
Simple interface, secure access, text or voice input, text or audio replies, PDF / DOC / standard-format exports.
Everything is designed for on-site use — not just the office.
The stack
A V1 delivered, a roadmap that follows.
The V1 is in production. The roadmap includes additional agents (estimating, compliance), and deeper integration into the firm's existing tools.
As always, we measure the real gains in hours per file — not in promises.
The result
Along the same lines
More projects to explore
A similar project?
Let's talk about it.
30 minutes to qualify your need and see how we can support you — no commitment.
Discuss a similar project