E‑Surveyor

AI-driven plant and insect identification mobile app

Description

E‑Surveyor is a free mobile app that assesses the quality of wildflower habitat farmers created on their land using AI‑driven plant species identification, structured surveys, and benchmarking against national habitat quality checklists.

Technology

  • Artificial intelligence (AI)
  • Mobile app

The app uses AI-based image recognition to identify thousands of plant species from user photos, runs structured GPS-guided habitat surveys, and connects to a web interface for data export and comparison.

Target

  • Smallholder farmers
  • Farm advisors
  • Medium size farms
  • Large size farms

The initiative’s target users are farmers, landowners, and advisors implementing agri-environment schemes across the UK. The mobile app has over 1000 downloads on Android app-provider shops as of July 2025.

Business model

  • Fully free

The app is fully free for Android and iOS. The initiative received financial support from the Natural Environment Research Council, Biotechnology and Biological Sciences Research Council, and Joint Nature Conservation Committee Natural Capital and Ecosystem Assessment project.

Impact

The app intends to provide rapid in-field habitat assessment, support compliance with agri-environment schemes, and enhance biodiversity data collection. Pilots demonstrated accurate plant identification and improved user knowledge applied to habitat management.

Partners

Natural Environment Research Council; Biotechnology and Biological Sciences Research Council; Joint Nature Conservation Committee

Four Betters

  • Better production
  • Better environment

Sustainable Development Goals

  • SDG 12: Responsible consumption and production
  • SDG 15: Life on land
  • SDG 17: Partnerships for the goals
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