Skip to main content

Envisioning is an emerging technology research institute and advisory.

LinkedInInstagramGitHub

Since 2010

research
  • Observatory
  • Adaptive capacity
  • Newsletter
  • Methodology
  • Origins
  • Vocab
  • RSS feeds
services
  • Signals Session
  • Bespoke Projects
  • Build Sessions
  • Pricing
  • Use cases
  • Signals
  • Signal Scan↗free
impact
  • ANBIMAFuture of Brazilian Capital Markets
  • IEEECharting the Energy Transition
  • Horizon 2045Future of Human and Planetary Security
  • WKOTechnology Scanning for Austria
solutions
  • Innovation
  • Strategy
  • Consultants
  • Foresight
  • Associations
  • Governments
  • L&D
resources
  • Partners
  • Coding for Non-Coders
  • How we work
  • Data visualization
  • Multi-Model Convergence
  • FAQ
  • Security and privacy
  • Public sector
about
  • Manifesto
  • Community
  • Events
  • Support
  • Contact
ResearchCapabilityServicesSignalsAbout
ResearchCapabilityServicesSignalsAbout
  1. Home
  2. Research
  3. Spore
Spore

Agriculture & Food Systems

Back to researchLaunch project

Tracking signals shaping the future of agriculture and food systems — agricultural innovation, regenerative practices, biological production, and future food technologies.

Our Work

  • Research database tracking agricultural innovation, regenerative practices, biological production, and future food technologies.
  • Each signal assessed for readiness and mapped across categories.
  • Continuously updated with emerging developments.

Turn this hub into a team session

Take one of these hubs into a working session with our analysts and turn it into a decision.
Book research session

Interested in our work?

Reach out to learn how we can help you with your foresight needs.

Newsletter

Follow us for weekly foresight in your inbox.

Browse the latest from Artificial Insights, our opinionated weekly briefing exploring the transition toward AGI.
Aug 24, 2026 · Issue 145
Aug 24, 2026 · Issue 145
The Country of the Future
Aug 10, 2026 · Issue 144
Aug 10, 2026 · Issue 144
Indistinguishable from Magic
Jul 27, 2026 · Issue 143
Jul 27, 2026 · Issue 143
This Is Fine
View all issues

Technologies

Applications
Applications
3D-Printed Plant-Based Meat Manufacturing

Redefine Meat's industrial 3D printers replicate beef muscle fiber structure from plant proteins, deployed in 3,000+ restaurants across Europe and Israel.

TRL
8/9
Impact
3/5
Investment
4/5
Hardware
Hardware
Acoustic Pest Monitoring Networks

Distributed microphones that identify crop pests by sound to trigger targeted interventions

TRL
6/9
Impact
4/5
Investment
3/5
Hardware
Hardware
Advanced Fermentation Bioreactors

Modular bioreactors with real-time sensing and automated control for microbial protein and biomass production

TRL
6/9
Impact
5/5
Investment
5/5
Applications
Applications
African Climate-Resilient Crop Genomics

African research institutions are developing drought-resistant, heat-tolerant crop varieties using genomic selection — tailored for African soils, climates, and diets.

TRL
6/9
Impact
4/5
Investment
3/5
Applications
Applications
Agricultural Biotechnology and Plant Tissue Culture

ABRII-led programs producing virus-free potato, pistachio, and olive plantlets via tissue culture, plus transgenic cotton with bollworm resistance — applied to food security under water stress.

TRL
7/9
Impact
2/5
Investment
3/5
Applications
Applications
Agricultural Drone Deployment

Government-backed mass deployment of drones for crop spraying, monitoring, and mapping across India's 150 million smallholder farms — integrating AI pest detection serving 66 crops and 432 pests.

TRL
8/9
Impact
3/5
Investment
5/5
Applications
Applications
Agricultural Drone Spraying and Sensing

Australian farms are deploying precision drone systems for spot-spraying, crop sensing, and livestock monitoring — reducing chemical use by 70-90% through targeted application rather than blanket spraying.

TRL
8/9
Impact
2/5
Investment
3/5
Applications
Applications
Agricultural Drones

Unmanned aerial vehicles that monitor crop health and apply treatments with precision

TRL
7/9
Impact
4/5
Investment
4/5
Applications
Applications
Agricultural Gene Editing & Crop Biotechnology

Argentina is the 3rd-largest biotech crop producer globally; its pioneering gene editing regulations allow CRISPR-developed drought-resistant soybeans and wheat to bypass GMO restrictions.

TRL
8/9
Impact
3/5
Investment
4/5
Applications
Applications
Agricultural Robotics

Autonomous machines for planting, weeding, harvesting, and crop monitoring in fields and greenhouses

TRL
5/9
Impact
5/5
Investment
5/5
Applications
Applications
Agricultural Tractor & Machinery Manufacturing

Turkey's $1.7B tractor market supports indigenous manufacturers (Erkunt, Tümosan, Hattat) producing 70K+ units/year with growing GPS-guided precision agriculture integration.

TRL
8/9
Impact
2/5
Investment
3/5
Applications
Applications
Agrivoltaic Systems

Solar panels integrated into farmland to generate energy while protecting crops beneath

TRL
8/9
Impact
4/5
Investment
4/5
Applications
Applications
Agrivoltaic Systems Integration

Turkey is piloting dual-use agrivoltaic systems combining solar panels with crop production on agricultural land, leveraging its vast Anatolian plateau for simultaneous food and energy output.

TRL
5/9
Impact
2/5
Investment
3/5
Applications
Applications
AI-Driven Aquaculture Monitoring Systems

Chile's salmon industry (#2 globally) deploys computer vision for fish health monitoring, AI feeding optimization, and Project Yelcho's antibiotic reduction initiative across 11 major producers.

TRL
7/9
Impact
2/5
Investment
4/5
Applications
Applications
AI-Optimized Vertical Farming

Plenty Unlimited, Bowery Farming, and AeroFarms use AI-controlled LED lighting, hydroponics, and robotics to grow leafy greens at 100x the yield per acre of traditional farming, with Plenty's Compton facility producing 4.5 million pounds annually.

TRL
7/9
Impact
3/5
Investment
3/5
Applications
Applications
AI-Powered Pasture Management

NZ's AIMER Farming uses satellite imagery and AI to map pasture growth rates daily, enabling dairy farmers to optimize grazing rotations and reduce supplementary feed costs by 15-25%.

TRL
7/9
Impact
2/5
Investment
3/5
Applications
Applications
AI-Powered Precision Agriculture

Canadian ag-tech companies are deploying AI, satellite imagery, and IoT sensors for precision farming across the country's vast agricultural lands, optimizing inputs and reducing environmental impact.

TRL
7/9
Impact
3/5
Investment
3/5
Applications
Applications
Air-Based Protein Synthesis

Producing edible protein from CO2 and renewable electricity using gas-fermenting microbes

TRL
5/9
Impact
5/5
Investment
5/5
Applications
Applications
Algae-Based Soil Amendments

Microalgae-derived fertilizers that restore soil structure and fertility using cultivated biomass

TRL
7/9
Impact
4/5
Investment
3/5
Applications
Applications
Amazon Bioeconomy Products

Açaí, andiroba, babaçu, copaíba — industrializing Amazon forest products into cosmetics, supplements, and biomaterials, creating economic value from standing forest that rivals or exceeds cattle...

TRL
8/9
Impact
3/5
Investment
4/5
Hardware
Hardware
Aquaponics Systems

Integrated fish and plant farming that recycles water and nutrients between aquaculture tanks and hydroponic beds

TRL
7/9
Impact
4/5
Investment
3/5
Applications
Applications
Automated In-Line Mastitis Detection

NZ's Bovonic uses in-line sensors during milking to detect subclinical mastitis in real-time, reducing antibiotic use and preventing milk quality penalties that cost the NZ dairy industry NZ$280M annually.

TRL
7/9
Impact
2/5
Investment
3/5
Hardware
Hardware
Automated Milking Systems

Robotic milking stations that let cows choose when to be milked while monitoring health metrics

TRL
8/9
Impact
5/5
Investment
4/5
Applications
Applications
Autonomous Agricultural Machinery

Voltrac (Germany) building dual-use autonomous tractors for civilian farming and military logistics — reinventing the tractor with full autonomy from the ground up

TRL
6/9
Impact
2/5
Investment
3/5