Geospatial AI Analysis Engine

Turn imagery into insight.
Without the complexity.

Advanced geospatial AI that's accessible, fast, and scalable for every survey company, consultant, and land manager.

AI analysis engine. Any imagery, any resolution.

Cutting-edge models with ultra-fast custom training. Process UAV drone, aerial, and satellite imagery with flexible integration to your existing workflows.

Adaptable by Design

Built on a deep learning foundation model that can be rapidly adapted to new tasks, environments, and clients with minimal data.

Custom Models in Minutes

Train your own AI for site-specific or client-specific use cases. Ultra-fast training means custom models ready when you need them.

Built for the Whole Team

Powerful spatial AI that analysts, ecologists, and planners can all use—no specialist setup required.

Flexible Integration

Works with your existing workflows and systems. Get your imagery in and insights out seamlessly.

Lightning Fast

Process imagery at scale with instant results. No more waiting for batch processing or slow manual analysis.

Enterprise Ready

Bulk imports, white label and custom integrations.

Ready to see it in action?

Try the app now, then request private beta access for your team.

Launch App

Built for real-world challenges.

From environmental monitoring to infrastructure management, Lesser Spotted handles complex geospatial analysis at scale.

Flora & Vegetation Analysis

Identify key species even at low resolutions. Perfect for rehab, agriculture, weed management, and biodiversity baselines.

Land Cover Analysis

Instant top-level coverage stats for habitat mapping. Measure and track changes over time for EIAs and ongoing monitoring.

Infrastructure & Asset Mapping

Identify roads, tracks, pads, drains, and fencing instantly. Spot degradation and vegetation encroachment. Reduce site visits.

Object Detection & Counting

Detect and analyze trees, vehicles, livestock, and assets in a few clicks. Automate repetitive counting tasks at scale.

Asset Management

Track and monitor assets across large portfolios. Automate monitoring at scale and reduce manual assessments.

Change Over Time

Track changes across multiple captures. Perfect for monitoring compliance, rehabilitation progress, and environmental changes.

We are currently in private beta.

We're onboarding a limited number of teams while we finalize pricing and rollout. Request an invite and we'll be in touch.

Built for organizations that own the relationship.

Lesser Spotted works best as an embedded capability, not a standalone product.

Environmental & Survey Consultancies

Deliver richer analysis with AI capabilities embedded directly into your service offering—without changing how your teams work.

Geospatial & Mapping Platforms

Embed advanced AI analysis directly into your platform. Provide customers with instant insights from their imagery.

Drone & Aerial Capture Companies

Transform capture services into insight services. Move up the value chain with AI-driven analysis and reporting.

Land & Infrastructure Providers

Automate monitoring and asset management at scale. Reduce site visits and make data-driven decisions across large portfolios.

The Team

We're a small, senior team with deep experience building data-driven products for real operational use — not research projects or one-off analyses.

Before founding Lesser Spotted, the team worked together building and scaling geospatial AI systems in a venture-backed environment, delivering production platforms used across multiple regions and sectors.

Our work has supported Australian mining companies, environmental consultancies, and government agencies, enabling AI-driven workflows for assessment, monitoring, compliance, and large-scale land and infrastructure use cases.

Lesser Spotted was founded to make these capabilities faster to deploy, easier to adapt, and practical at scale.

Across the team, we bring:

  • 30+ years building and scaling products and businesses
  • Strong engineering and AI foundations
  • Enterprise grade resilience and global deployments
  • Delivery of AI systems used day-to-day by real teams

Let's talk.

If you're exploring how AI could unlock more value from your imagery or platform, we'd love to hear from you.