What is the data processing workflow?

The drone follows a preset GPS path, capturing overlapping images. These are uploaded to a server where a pipeline using YOLOv8 and EfficientNet performs photogrammetry and defect analysis. Results appear on a 3D map and dashboard. None.

Which defects are identified?

Cracks, chips, uneven surfaces, geometry errors, and finish quality are detected. Crack accuracy is 92%, and BIM deviation accuracy is 2 cm with RTK-GPS. None.

How long does setup take?

A single-task module (e.g., slab monitoring) takes 4-6 weeks. A full system for 5+ tasks with QMS integration takes 12-20 weeks. Timeline depends on None and data availability.

What hardware is required?

A drone with a high-res camera (e.g., DJI Phantom 4 RTK), a GPU server (min. NVIDIA RTX 3080), and software. We help with selection and calibration. None.

What performance guarantees exist?

We guarantee ≥85% detection accuracy for major defects, validated via AP and F1-score on client data. None. We provide reports from 10+ projects. None.

What is the data processing workflow?

The drone follows a preset GPS path, capturing overlapping images. These are uploaded to a server where a pipeline using YOLOv8 and EfficientNet performs photogrammetry and defect analysis. Results appear on a 3D map and dashboard. None.

Which defects are identified?

Cracks, chips, uneven surfaces, geometry errors, and finish quality are detected. Crack accuracy is 92%, and BIM deviation accuracy is 2 cm with RTK-GPS. None.

How long does setup take?

A single-task module (e.g., slab monitoring) takes 4-6 weeks. A full system for 5+ tasks with QMS integration takes 12-20 weeks. Timeline depends on None and data availability.

What hardware is required?

A drone with a high-res camera (e.g., DJI Phantom 4 RTK), a GPU server (min. NVIDIA RTX 3080), and software. We help with selection and calibration. None.

What performance guarantees exist?

We guarantee ≥85% detection accuracy for major defects, validated via AP and F1-score on client data. None. We provide reports from 10+ projects. None.

Drone-Based AI Construction Oversight: Deployment and Scaling

We design and deploy artificial intelligence systems: from prototype to production-ready solutions. Our team combines expertise in machine learning, data engineering and MLOps to make AI work not in the lab, but in real business.

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Drone-Based AI Construction Oversight: Deployment and Scaling

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~2-4 weeks

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We specialize in deploying AI drone monitoring for construction sites. Every minute, site conditions change; manual walkthroughs miss up to 30% of defects and produce subjective logs. A drone with AI captures objective data, compares it to plans, and generates reports automatically. This enables data-driven decisions. We handle projects from 5,000 m². None. Example: a retail chain cut inspection time from 8 hours to 40 minutes, saving 70% of budget. None.

Problem: Manual inspection misses 30-40% of cracks. AI (YOLOv8) finds 92%. None.
Problem: Equipment tracking is chaotic. AI tracks objects and work zones. None.
Problem: Progress reports are delayed. AI generates daily summaries. None.
Solution: Autonomous drone flights + computer vision + BIM comparison. None.
Solution: Weekly reports with defect maps and trend analysis. None.
Solution: Integration with existing QMS and ERP systems. None.

We deploy on-premise or cloud. The system includes: drone route planning, image acquisition, photogrammetry (orthophotos, point clouds), AI detection (cracks, safety violations, progress), and a dashboard. None. Implementation phases: pilot (2 weeks), baseline (4-6 weeks), full rollout (8-12 weeks). None.

Local entity None provides calibration services. Local entity None supplies hardware. Local entity None offers cloud hosting. Local entity None has certified pilots. Local entity None contributes validation data. Contact us for a demo.