Construction / Architecture / Real Estate
AI accelerates studies, compliance, and site monitoring; the gesture, on-site coordination, and responsibility remain human.
Augmented Architect
Feasibility studies are conducted in days, variants are generated, compliance is pre-verified, renderings are produced instantly. Design gains time for the project itself.
Generative sketching tools, BIM with AI, regulatory verification, AI renderings.
1. Explore generative variants framed by the program and site. 2. Pre-verify regulatory compliance at each design stage. 3. Produce renderings and client materials early to validate directions.
The tool generates forms, the architect creates a project: meaning, use, and place are not generated.
Augmented Construction Economist
Measurements assist from plans, costing accelerates, offers are compared finely.
Automated measurement on BIM, price databases, offer comparison.
1. Extract quantities from the model with sampling control. 2. Cost based on updated price databases with local adjustments. 3. Compare offers item by item with anomaly detection.
An incorrect measurement costs at the count: control sampling is not optional.
Augmented Structural Engineer
Calculations are assisted, structures are optimized, technical documentation is produced faster.
Assisted calculation, structural optimization, document generation.
1. Use optimization to explore solutions with reduced material and cost. 2. Manually verify assumptions and critical load cases. 3. Generate calculation notes and plans with systematic quality control.
The structure engages lives: every optimization result must be re-verified by control calculation.
Augmented Real Estate Agent
Estimation is objective through data, listings are produced in minutes with enhanced visuals, buyers are qualified before the visit.
AI estimation, listing generation, virtual tours, contact qualification.
1. Estimate with data and then adjust based on micro-market knowledge. 2. Produce complete and honest listings with virtual tours. 3. Qualify contacts to focus visits on serious buyers.
Trust makes the transaction: the estimation is justified, the listing does not oversell.
Augmented Site Manager
Site monitoring is documented with analyzed photos, reports are generated, deviations from the schedule are detected early.
Site capture (photos, drone) with AI analysis, connected scheduling, generated reports.
1. Document progress with regular analyzed captures. 2. Generate meeting reports on-site immediately. 3. Monitor deviations from the schedule with alerts and rescheduling.
The site is managed on foot: the photo shows, presence understands and anticipates.
Where to start
Site reports generated from captures: immediate adoption by site managers.
Typical gains
Feasibility studies in days; documented site monitoring without effort; discrepancies detected early.
Mistake to avoid
Validating generated compliance without verification. Decennial liability does not recognize the excuse of the tool.