Iris: Production-grade point cloud classification

AI-augmented classification that scales with your needs—no thresholds, no subcontractor relay race.

Iris point cloud classification

Legacy tools were built for gigabyte-era LiDAR

TerraScan macros and custom scripts choke on 100B+ points, need hand-tuned thresholds, and force tile-by-tile rework across subcontractors.
Result: you're trading speed, cost, and quality - scale one, the others crack.

Before Iris

  • • 30-40 person classification teams
  • • Weeks to classify large projects
  • • Manual threshold tuning per tile
  • • Inconsistent results across geographies
  • • Expensive subcontractor relay race

After Iris

  • • Lean QC-only team
  • • Results in hours, not weeks
  • • AI-augmented pipeline
  • • Consistent across large areas
  • • 90% cost reduction

Built for Production

Consistent across large geographies

Zero tile drift; passes agency-grade specs with human-in-the-loop override

Processes 10-40 million points per minute on single GPU

QC-first automation

AI learns from corrections and handles complex terrain

Bathymetric and terrestrial applications with multi-class classification

Drop-in workflow

Upload unclassified LAS, download QC-ready files within hours

Works with point clouds from any sensor—no vendor lock-in

Technical Specifications

Supported Formats

  • LAS, LAZ
  • E57
  • PTS

Classifications

ASPRS standard classes including ground, buildings, vegetation, power lines, water surface, seabed, and more

Deployment Options

  • On-premises
  • Client cloud
  • Iris Labs cloud

Customization

  • Fine-tune on client data
  • Custom class definitions

Applications

National mapping agencies visualization

National mapping agencies

Infrastructure monitoring visualization

Infrastructure monitoring

Forestry & environmental visualization

Forestry & environmental

Bathymetric surveying visualization

Bathymetric surveying

Urban planning visualization

Urban planning

Corridor mapping visualization

Corridor mapping

Real-World Results

90%

Cost Reduction

Faster Delivery

40M+

Points Processed/Minute

Iris supports all major sensors

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What comes next

Take it further with Iris Insights


Raw Data
Input
ClassifyIris
Generate InsightsIris Insights
Operational Intelligence
Dashboards · Risk Scores · Reports

Iris classifies. Iris Insights interprets.
Turn your classified point clouds into operational dashboards, risk scores, change reports, and conversational data access - no extra data prep required.

Operational Dashboards

Domain-specific KPIs, trend charts, and anomaly distributions — updated every classification run.

Geographic Risk Scoring

Spatial risk maps that prioritise where your operations team should act first.

Chat with Your Data

Ask plain-language questions about your classifications and get cited, actionable answers instantly.

Ready to transform your point cloud pipeline?

Iris was built solving real-world classification challenges for our partners. Complex terrain? Custom specs? Legacy data? We've solved it before.