Point cloud automation
Working with point clouds is tedious and manual. Surveyors, engineers, and facility managers waste days on segmentation, feature detection, and conversions. You need to automate the boring stuff and focus on what matters
Key benefits
Automated object recognition
Detect walls, pipes, ducts, and other key elements automatically using domain-trained algorithms
Noise reduction & segmentation
Clean up raw scans and break them into meaningful zones or asset groups—ready for use
From scan to geometry
Generate floor plans, 3D meshes, or BIM-ready objects directly from point cloud data
Custom model training
Fine-tune our detection engine for your specific building types or infrastructure assets
Related case studies
Our process
Most collaborations begin with a problem discovery session. We can start from a prototype or run a full pre-production discovery phase with design and documentation
01
Discovery & ideation
We dive deep into your goals and pain points. Сollaborative ideation shapes early concepts and automation opportunities. At this stage, requirements are gathered and processes carefully mapped
02
Tailored project planning
Definition of the full scope, roadmap, and milestones. Selection of the optimal tech stack and team composition to fit project needs. Establishment of timelines and priorities, expectations and involvement model alignment
03
Agile development
Iterative project delivery with clear, bi-weekly demo outcomes. This involves close collaboration between design and development teams to build scalable, modular solutions. The focus is on transparent issue tracking, quality assurance reporting, and strong documentation from day one
04
Deployment & support
We facilitate a smooth go-live with full onboarding and documentation. We also establish CI/CD pipelines for fast, stable delivery. After launch, we provide support for fixes and training, along with options for a handoff or long-term collaboration
05
Continuous enhancement
We continuously monitor performance and real user behavior. Based on client feedback and goals, we add new features to enable long-term product growth and scaling
Involvement models
You choose the level of control
Full delegation
You trust us to lead process end-to-end. We handle development, planning, and delivery - with agreed reporting and checkpoints along the way
Full transparency
You stay closely involved, with access to:
- Project board in Jira
- Project documentation
- Chats & meetings
Demos & feedback
Sprint results can be presented as:
- Live demo meetings
- Presentation with test environment access
Tailored for each project
Level of involvement is discussed and agreed at project kickoff. The Product Owner role can be handled by either you team or ours we’re experienced with both models
Cooperation models
Choose what works best for you
| Time & Material | Fixed Price |
|---|---|
| Project scope | |
| Highly adaptable, benefiting projects where scope is uncertain or likely to evolve | Stringently defined upfront - any scope change involves contract renegotation |
| Budget | |
| Payment Depends on actual work done, allowing for flexibility in cost | Fixed cost agreed at the start, leading to financial predictability |
| Methodology | |
| Suited to Agile methodologies, supporting constant improvement | First well with Waterfall methodology which follows a strict sequence |
| Risk management | |
| Shared risk allows for adjustments in real-time | We bear the risk of a fixed bid, which may mean a higher upfront cost |
| Project size | |
| Best for ongoing, complex, or smaller projects where scope can change | Ideal for short-term projects with a well-defined scope |