Impakter
  • Environment
    • Biodiversity
    • Climate Change
    • Circular Economy
    • Energy
  • FINANCE
    • ESG News
    • Sustainable Finance
    • Business
  • TECH
    • Start-up
    • AI & Machine Learning
    • Green Tech
  • Industry News
    • Entertainment
    • Food and Agriculture
    • Health
    • Politics & Foreign Affairs
    • Philanthropy
    • Science
    • Sport
  • Editorial Series
    • SDGs Series
    • Shape Your Future
    • Sustainable Cities
      • Copenhagen
      • San Francisco
      • Seattle
      • Sydney
  • About us
    • Company
    • Team
    • Global Leaders
    • Partners
    • Write for Impakter
    • Contact Us
    • Privacy Policy
No Result
View All Result
Impakter logo
No Result
View All Result
Animal Health: How AI and Drones Make a Big Difference

Animal Health: How AI and Drones Make a Big Difference

Whether for domestic pets or livestock, new technology from generative AI to drones for surveillance and medicine delivery will be helping your veterinarian

Richard Seifman - Former World Bank Senior Health Advisor and U.S. Senior Foreign Service OfficerbyRichard Seifman - Former World Bank Senior Health Advisor and U.S. Senior Foreign Service Officer
January 19, 2024
in Health, Science, Society
0

If you have a cat, dog, turtle, or other pet, or if you are a livestock owner — of cattle, sheep, or other — then you know how important veterinary professionals are to you and your animal’s wellbeing. The good news is that advancements on multiple technological fronts are improving such care, two of which are dealt with here.

It is worth a moment to get a sense of the big picture. The links between animal, plant, and human health, and the environment are defined by UN quadripartite experts as “an integrated, unifying approach that aims to sustainably balance and optimize the health of people, animals, and ecosystems. It recognizes that the health of humans, domestic and wild animals, plants, and the wider environment (including ecosystems) are closely linked and interdependent.”

The graphic below, developed by the One Health Sweden and the One Health Initiative team, captures its many aspects and linkages:

 

Making it a priority has been advocated for many years, but it is turning the corner in 2024. And it is happening at an increasingly fast pace thanks to the emergence of two new technologies: AI, especially in its Generative Artificial Intelligence (GAI) form, and the expanded use of drones. This is the case for human health, as has been amply documented.

But in parallel, and in line with the One Health concept, it is also happening in the realm of animals. How this works out for animal health is explored in this article.

Applying AI and drones, two new technologies to animal health 

Both artificial intelligence and drones have exploded into the modern-day scene. Both depend on user acceptance, training, and the wherewithal to make good use of the technology and systems.

Such tools can be invaluable for veterinary researchers, clinicians, urban and rural professionals, and their assistants.

Both large and small animal practices can look to AI to assist in diagnosing animal health conditions and identifying infectious diseases or possible outbreaks.

Drones, on the other hand, are principally of the greatest effect in addressing livestock, wildlife, and their environments.

The role of Generative Artificial Intelligence (GAI) in veterinary medicine

Generative Artificial Intelligence” (GAI) is defined as “any type of artificial intelligence (AI) that can produce new text, images, video, or audio clips….learns patterns from training data and generates new, unique outputs with the same statistical properties.” It is rapidly increasing possible multidisciplinary applications, whether for machine learning or for its users.

For the veterinary profession, it has the potential to help with:

  • Prevention: identifying animals that are at risk of developing diseases by analyzing data from electronic health records, environmental sensors, and other sources, and reducing the risk of disease transmission and improving animal health outcomes;
  • Surveillance: monitoring animal populations for signs of disease outbreaks by analyzing data from various sources such as social media, satellite imagery, and electronic health records;
  • Diagnosis: diagnosing diseases more accurately and quickly by analyzing medical images, such as X-rays and MRIs, and other diagnostic tests;
  • Treatment: developing personalized animal treatment plans by analyzing data from electronic health records, genetic tests, and other sources; 
  • Administration: assisting with veterinary practice paperwork of one kind and another, allowing for much more “face-to-face” interactions.

For those veterinarians whose practice is primarily pets, and particularly those in developed countries, AI is already a factor in veterinary medicine. As Alex Douzet, CEO of Pumpkin, a pet insurance and wellness care provider, noted:

“As tools like AgentGPT and newly created VetGPT evolve, the industry faces a future where pet owners will demand that AI software analyze their pet’s results in addition to the veterinarian. Just as we once considered the stethoscope experimental but now consider it standard practice, pet owners will expect AI to be used as a tool that veterinarians leverage to assess their pet’s health or symptoms.”

While certainly equally valuable for veterinarians with small animal practices everywhere, the advantages for low- and middle-income country (LMICs) veterinarians who deal either with small or large animals are especially great. 

Many LMICs have significant shortages of veterinary workers, limited clinic facilities, and problems of accessibility, especially in rural areas. With expanding internet connectivity in most countries, AI is positioned to provide virtual support through telemedicine platforms, enabling consultations with AI-powered virtual assistants for diagnosis and disease management, extending the reach of expert advice to remote areas.

Furthermore, AI can assist in disease surveillance in both urban and rural areas with the early detection of outbreaks and identify patterns and trends indicative of potential endemic disease outbreaks. For some LMICs, it may be some time in the future until operability becomes more reliable, but it will happen!

Drones for delivery and surveillance

Drone delivery systems have rapidly become increasingly sophisticated, with the potential to significantly improve animal health, particularly in remote or inaccessible areas. Drone networks can deliver essential medical supplies, and vaccines, transported to remote regions with greater speed and efficiency than on the ground.  According to the World Organization for Animal Health report, drones can: limit human risks associated with aggressive animals or insects; help wildlife ecologists protect and differentiate species of birds and marine animal populations; allow examination of herds without direct contact and risk of pathogen transmission; and are useful in detecting illegal waste in fields, wildfire outbreaks, or damage to agriculture from wild animals. 

For the livestock producer or rancher, drones can monitor and track animal day-to-day processes, help identify any sick or lost animals early, help monitor animal behavior, observe emerging livestock diseases, and detect conditions that enable ranchers to isolate defective animals from the rest of the herd.

Concerning animal habitats, drone technology has many advantages and has increasingly become of interest, and utilized by, developing countries to address environmental impact concerns. 

An international conference in 2022 Chennai, India, discussed how “drone detection alerts the wildlife authorities immediately” with the location of the spotted injured animal and authorities can reach the spot as soon as possible to treat the wounded animal. In a different but related context for example, in Bangladesh, drones are helping monitor protected but not readily accessible forest areas, to prevent illegal poachers from decimating rare Bengal tigers.

And AI applications described above for livestock management and the environment can be augmented with drone information using thermal and infrared scans to determine the extent of plant disease in a farmer’s field: The four pillars of the One Health approach can be mutually reinforcing: it’s not just animal health, it’s plant health too.

Looking forward: Potential benefits from these two technologies 

Both AI and drone technologies have potential for both good and ill. We often are more aware of and concerned about the abuses.  

With AI concerns range from multiple safety concerns, as well as plagiarism and wrong or mistaken sources, to the use of AI to access passwords and even AI cyber-attacks. 

As for drones, they have been known to be used for malicious purposes such as privacy invasion, trespassing, nuisances such as spoofing, or creating serious risks that are either intentional or unintentional to general aviation and flight safety. 

These are not insignificant downsides, of course. But we need to keep in mind that there are risks with virtually all new technologies and that there are huge pluses from both generative AI and drones, assuredly in dealing with animals, plants, and environmental health, as well as our own.


Editor’s Note: The opinions expressed here by the  authors are their own, not those of Impakter.com — Featured Photo: Conceptual framework of UAV-based farm monitoring system. Credit: Research Gate article by Mohammed A. Alanezi, Abdullahi Mohammad, Yusuf Shaaban, Mohammad Shoaib Shahriar/Ceative commons attribution 4.0

Tags: animal healthDronesGenerative AIOne Healthveterinary medicine
Previous Post

EU to Outlaw Misleading Environmental Claims in Product Labels

Next Post

US Elections 2024: Religion to the Rescue

Related Posts

RFK Jr.’s Vaccine Policies: A Hoax on Citizens
Health

RFK Jr.’s Vaccine Policies: A Hoax on Citizens

All current and most past scientific data indicate no significant difference between the benefits and risks associated with approved traditional...

byOne Health Initiative
December 22, 2025
plastic diseases
Biodiversity

Plastic Can Now Help Spread Diseases

There has been growing attention to the “Great Pacific Garbage Patch” by those who correctly recognize it as an environmental disaster....

byRichard Seifman - Former World Bank Senior Health Advisor and U.S. Senior Foreign Service Officer
December 8, 2025
How Vaccinating Animals Can Protect Humans: A One Health Strategy
Biodiversity

How Vaccinating Animals Can Protect Humans: A One Health Strategy

Accelerating human and animal vaccine development against the myriad of zoonotic diseases has been a prime strategy contained within the modern One...

byDr. Bruce Kaplan - Epidemiologist formerly at the CDC/EIS and USDA-FSIS Office of Public Health and Science & Co-Founder of the One Health Initiative
December 2, 2025
Bird Flu: What the First Death From Rare H5N5 Strain Reveals About US Public Health
Health

Bird Flu: What the First Death From Rare H5N5 Strain Reveals About US Public Health

A resident of Washington State died last week after contracting the H5N5 avian influenza, according to the Washington State Department...

byRichard Seifman - Former World Bank Senior Health Advisor and U.S. Senior Foreign Service Officerand1 others
November 27, 2025
Animal Health
Biodiversity

Better Animal Health Is the Low-Risk, High-Reward Climate Investment We Need

Imagine if there was a way to reduce emissions from the meat, egg and dairy sector by nearly a quarter,...

byCarel du Marchie Sarvaas
November 26, 2025
One Health: Silo Barriers to Implementation and How to Overcome Them
Biodiversity

One Health: Silo Barriers to Implementation and How to Overcome Them

The One Health concept/approach must be central for governments to adopt collaborative, cross-sector policies in order to safeguard public health,...

byOne Health Initiative
November 26, 2025
AI in Journalism
AI & MACHINE LEARNING

AI in Journalism and Democracy: Can We Rely on It?

Our world is in the midst of a disruption triggered by the development of Artificial Intelligence (AI). Companies selling AI...

byDr Jake Goldenfein, University of Melbourneand2 others
November 26, 2025
One Health
Biodiversity

Why and How to Apply the One Health Concept

One Health can be a complex and sometimes jargon-filled concept. Put simply: "One Health is the collaborative efforts of multiple...

byOne Health Initiative
November 6, 2025
Next Post
US Elections 2024: Religion to the Rescue

US Elections 2024: Religion to the Rescue

Recent News

ESG News regarding China restricting industrial renewable exports, UN warning that US climate treaty exit harms economy, UK firms lowering wage forecasts despite inflation, Meta partnering with TerraPower for new nuclear reactors.

To Save the Grid, China Forces Industries to Go Off-Network

January 9, 2026
Cleaner Air in Hospitals

How Cleaner Air in Hospitals Can Cut Infections and Climate Impact at the Same Time

January 9, 2026
Search cleanup, key activity to protect your data and tech devices.

A Simple “Search Cleanup” Plan for Busy People

January 9, 2026
  • ESG News
  • Sustainable Finance
  • Business

© 2025 Impakter.com owned by Klimado GmbH

No Result
View All Result
  • Environment
    • Biodiversity
    • Climate Change
    • Circular Economy
    • Energy
  • FINANCE
    • ESG News
    • Sustainable Finance
    • Business
  • TECH
    • Start-up
    • AI & Machine Learning
    • Green Tech
  • Industry News
    • Entertainment
    • Food and Agriculture
    • Health
    • Politics & Foreign Affairs
    • Philanthropy
    • Science
    • Sport
  • Editorial Series
    • SDGs Series
    • Shape Your Future
    • Sustainable Cities
      • Copenhagen
      • San Francisco
      • Seattle
      • Sydney
  • About us
    • Company
    • Team
    • Global Leaders
    • Partners
    • Write for Impakter
    • Contact Us
    • Privacy Policy

© 2025 Impakter.com owned by Klimado GmbH