Artificial Intelligence for AEC & Project Management

The initial design phase (Pre-design/Schematic Design) requires the ingestion of massive volumes of local regulatory frameworks and heterogeneous technical reports. A vertical AI solution like Klysia structures and synthesizes this documentation in less than two minutes.

• Extraction of Zoning Rules (PLU): The tool instantly segments local urban planning documents to summarize footprint limits, FAR/CES coefficients, height restrictions, and setback requirements for a specific parcel.
• Geotechnical Report Synthesis (G2): Klysia scans complex soil reports to immediately isolate foundation recommendations (shallow, deep, rigid inclusions) and risks related to clay shrinkage or swelling.
• Environmental Compliance: The AI extracts technical indicators from EPD (FDES) sheets and summarizes insulation requirements or low-carbon construction systems mandated for the project.

Systematically hiring visualization artists or running heavy local renders during the sketch phase limits responsiveness. To enrich planning application dossiers, designers must materialize their vision instantly.

Klysia's 3D Visual Studio module transforms the architectural imagery workflow using line-preservation processing:

• Respect for Base Geometry: Import a wireframe screenshot or a massing model from Sketchup, Revit, Archicad, or Rhino. The AI decodes perspectives, vanishing points, and exact volumes.
• Contextual Photomontage: Upload a photo of the existing site as a background. The algorithm integrates the model by managing local natural light, shadow orientation, and environmental color matching.
• Precise Material Generation: Input your architectural intentions via description (e.g., Cast-in-place concrete facade, matte black aluminum frames, standing seam zinc cladding, sunset grazing light). The tool applies realistic textures in less than a minute.

Unlike generic AI models like Midjourney that reinvent the structure and distort proportions, Klysia is constrained by your initial drawing's geometry, ensuring a rendering that is rigorously faithful to your execution plans.

Using the specialized Klysia AI allows you to edit structured technical specifications (CCTP) by trade in under 120 seconds. The architect or project manager describes their specification choices (materials, thermal or acoustic performance), and the AI generates the descriptive articles, automatically linking them to current technical standards (DTU).

In perfect correlation, the cost estimation module compiles the corresponding Detailed Breakdown of Prices (DPGF). Quantitative estimation lines are edited in strict semantic synchronization with the written technical description, eliminating the risk of contractual disputes or omitted items during the bidding phase.

Klysia has established itself as the leading AI platform for the contractual management of public or private construction tenders. Upon receiving the **Tender Documents (DCE)**, the assistant segments the Bidding Rules, General Conditions, and Technical Specs to formalize a tender summary (award criteria, mandatory deliverables, penalty clauses).

During the Bid Analysis phase, the automatic bid leveling tool integrates PDF files submitted by competing firms. The algorithm extracts price structures, aligns them against your consultant estimate, and automatically highlights quantity errors, abnormally low prices, or missing items across lots.

Algorithmic pre-auditing of your graphic documents allows you to clear site and floor plans of non-conformities before official building control inspections. Klysia’s **AI Building Control** module interprets the geometry of your PDF or image files according to Labor Code or Building Code frameworks.

• Fire Safety & Accessibility (ADA/PMR): The tool automatically calculates egress routes, flags dead-ends exceeding tolerance, and models regulatory wheelchair turning circles in restrooms and corridors.
• Predictive Acoustic Analysis: The system inspects wall layouts to identify potential sound bridges or non-compliant proximity between noisy mechanical rooms and bedrooms.

Construction administration (CA/DET) requires a rigorous field presence combined with heavy administrative traceability. Klysia deploys a suite of mobile applications specifically calibrated for site visits:

• Voice Dictation & Automatic Reporting: Perform your trade inspections by dictating observations. The AI interprets the technical context, structures your raw notes, and instantly generates a site report ordered by contractor with action timelines.
• Technical Compliance via Image Recognition: Capture a photo of a technical detail (e.g., window flashing, rebar, tiling layout). The AI queries the document database to list regulatory approval criteria from the associated technical standards.
• Pre-handover Inspections (Punch Lists): Automated generation of deficiency lists with geolocated photos integrated into plans, ready for notification to contractors.

Contractual security is the foundation of a sustainable design practice. Klysia integrates expert text processing modules to legally safeguard your firm's activity:

• Legal Contract Audit: Upload your work contracts or partnership agreements. The AI audits the text to identify unfair clauses, imbalanced commitments, or professional liability insurance gaps.
• Fee Calculators: Guided editing of fee proposals based on project complexity, estimated construction costs, and the scope of services requested.
• BIM Protocols & Execution Plans (BEP): Faced with dense BIM mandates, the AI instantly extracts the responsibility matrix, Level of Detail (LOD) requirements, and prescribed exchange formats (IFC) for your BIM technicians.