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A commercial building cleaning and maintenance provider·Construction and field operations·Europe·End-to-end AI delivery

Drones plus 3D reconstruction give building owners a live, verifiable view of exterior cleaning work.

Platform status
In active development
Data sources
Imagery, LiDAR, radar, point clouds
Client transparency
Interactive 3D
A commercial building cleaning and maintenance provider illustration
At a glance

What we shipped

An AI and data platform that ingests drone imagery, LiDAR, radar, and point clouds to reconstruct 3D building surfaces.

Challenge

Companies that clean and maintain large commercial buildings struggle to prove quality on high-rise and industrial structures. Static photos and manual reports offer clients limited visibility into coverage.

Approach

Blueprint → AI Pilot → Production launch → Scale and operate.

We followed the Datablooz Delivery Model. See our process.

  1. Blueprint

    Defined data sources from drone sensors, target client experience (3D inspection), and the ingestion architecture.

  2. AI Pilot

    Prototyped AI models for surface analysis, coverage detection, and 3D reconstruction on a single building.

  3. Production launch

    Deployed the data platform, 3D reconstruction engine, and real-time operational monitoring for live jobs.

  4. Scale and operate

    Extended to defect detection, predictive maintenance, digital twin integration, and autonomous inspection.

Outcomes

Business, technical, and governance outcomes.

  • Interactive 3D before-and-after views per building.
  • Near real-time monitoring during drone operations.
  • Unified imagery, LiDAR, radar, and point-cloud data.
  • Foundation for defect and damage detection.
Architecture and stack
  • Python
  • PyTorch
  • Point Cloud Library
  • Three.js
  • PostgreSQL
  • Cloud Object Storage
Governance

Versioned 3D artifacts per inspection and structured audit trails of coverage comparisons between sessions.

Working on something similar?

Schedule a call. We will tell you honestly whether AI is the right move.

Reference calls available under NDA after the second working session.