QG-IA
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Example · demonstration

An architecture practice with QG-IA

Here is the workspace prepared for a fictitious architecture practice, Atelier Lumen. For your business, we tune the assistants to your own tasks.

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Demonstration, fictitious firm. Fictitious documents.

The assistants

The practice's five assistants

Each one knows its task, the project documents and the practice's rules.

  • Design

    Brief, PDF plans, meeting minutes, sketches and schematic 3D models. Sketches and massing studies are not binding and must be checked by the architect.

  • Planning

    Permits, regulations, application documents, with sources and points to check. Any regulatory conclusion remains the responsible architect's.

  • Estimates

    Quantities, estimates, bid comparison, fees. Using your practice's prices only. No invented prices.

  • Correspondence

    Client emails, administrative letters, reminders, translations. Nothing goes out without review.

  • Visuals

    Mood and concept images from a description, a photo or a sketch. Not binding.

  • Also included

    Open access to the models enabled for the team (for example Claude, ChatGPT, Gemini or Mistral), each named for what it does best.

A telling example · architecture practice

The AI spots discrepancies between your documents.

A colleague adds the structural engineer's note to the project. Another asks to cross-check it against the survey.

The assistant does not decide. It cites each document, separates findings from inferences, and drafts the email to the engineer.

Opening width
≈ 3.00 m / 3.60 m
Ceiling height
2.75 m / 2.62 m
Joist span
matches no room
"Party-wall side" bearing
inconsistent with the plan

Survey / engineer's note. Demonstration on fictitious documents.

Examples from the demo

What the AI produces

A concept sketch from a survey: areas calculated, no dimensions.
An interactive 3D model you can rotate and download.
A mood image atmosphere and materials, not binding.

Demonstration, fictitious firm. Sketches and massing studies are not binding and must be checked by the architect.

For the managing partner

A dashboard, updated every night

  • Monthly spending and budget
  • By assistant and by project
  • Documents per knowledge base
  • Service and backup status

For the manager only. No conversation content appears. Per-person figures only if the practice chooses.

The limits

What the AI does not do for you

  • No decisions on your behalf. Legal, regulatory or technical conclusions remain those of the responsible professional.
  • No invented prices. Only your own prices.
  • No dimensioned drawings or BIM. For architects: construction drawings stay in Archicad, Revit or SketchUp.
  • Nothing sent on your behalf. Nothing goes out without review.

See it on your own documents

A 30-minute demo, starting from a real file: a survey, a brief, a client file.

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