Skip to Main Content
HBS Home
  • About
  • Academic Programs
  • Alumni
  • Faculty & Research
  • Baker Library
  • Giving
  • Harvard Business Review
  • Initiatives
  • News
  • Recruit
  • Map / Directions
Faculty & Research
  • Faculty
  • Research
  • Featured Topics
  • Academic Units
  • …→
  • Harvard Business School→
  • Faculty & Research→
Publications
Publications
  • October 2022 (Revised December 2022)
  • Case
  • HBS Case Collection

SMART: AI and Machine Learning for Wildlife Conservation

By: Brian Trelstad and Bonnie Yining Cao
  • Format:Print
  • | Language:English
  • | Pages:19
ShareBar

Abstract

Spatial Monitoring and Reporting Tool (SMART), a set of software and analytical tools designed for the purpose of wildlife conservation, had demonstrated significant improvements in patrol coverage, with some observed reductions in poaching and contributing to wildlife population growth. Jonathan Palmer, Executive Director of Conservation Technology for the Wildlife Conservation Society, wondered how far to promote the integration of a new predictive analytic tool being developed at Harvard University, called the Protection Assistant for Wildlife Security (PAWS), and whether the data that PAWS gathered from the parks and wildlife reserves would be reliable enough for artificial intelligence (AI) and machine learning (ML) to work effectively.

Keywords

Business and Government Relations; Emerging Markets; Technology Adoption; Strategy; Management; Ethics; Social Enterprise; AI and Machine Learning; Analytics and Data Science; Natural Environment; Technology Industry; Cambodia; United States; Africa

Citation

Trelstad, Brian, and Bonnie Yining Cao. "SMART: AI and Machine Learning for Wildlife Conservation." Harvard Business School Case 323-036, October 2022. (Revised December 2022.)
  • Educators
  • Purchase

About The Author

Brian L. Trelstad

General Management
→More Publications

Related Work

    • October 2022 (Revised December 2022)
    • Faculty Research

    SMART: AI and Machine Learning for Wildlife Conservation

    By: Brian Trelstad and Bonnie Yining Cao
Related Work
  • SMART: AI and Machine Learning for Wildlife Conservation By: Brian Trelstad and Bonnie Yining Cao
ǁ
Campus Map
Harvard Business School
Soldiers Field
Boston, MA 02163
→Map & Directions
→More Contact Information
  • Make a Gift
  • Site Map
  • Jobs
  • Harvard University
  • Trademarks
  • Policies
  • Accessibility
  • Digital Accessibility
Copyright © President & Fellows of Harvard College