Insights & Research

Thoughts on AI, materials, and measurement.

Explore our latest research, case studies, and insights on geospatial AI, critical minerals supply chains, infrastructure monitoring, and precision agriculture.

Latest articles

July 27, 2026 7 min read

The most expensive mistake in an autonomous lab is running the wrong campaign

Our new paper on cost-aware active learning is out on arXiv, with code and an open benchmark.

By Debajyoti Ray and Niranjan Srinivas
Active Learning Bayesian Optimization Autonomous Labs Critical Materials Research
Read article →
March 27, 2026 5 min read

Securing the U.S. Critical Mineral Supply Chain: From Geospatial Data to Marketplace Economics

How hyperspectral mapping and active sampling are transforming the exploration paradigm for critical minerals, ensuring a resilient domestic pipeline.

By Coactive Admin
Critical Minerals Geospatial AI Supply Chain
Read article →
October 13, 2025 3 min read

Coactive Science raises VC funding to scale foundational geospatial AI models

Pre-seed round led by Firestreak Ventures accelerates our model roadmap and customer deployments across the USA, Europe, and Asia.

By Coactive Admin
Company News Funding Geospatial AI
Read article →
July 8, 2025 7 min read

Infrastructure Risk Monitoring: Why satellite radar alone isn't enough

Discover how fusing satellite data with edge cameras cuts manual alerts by 65% and transforms infrastructure risk management.

By Coactive Admin
Infrastructure Monitoring InSAR Risk Management
Read article →
July 7, 2025 6 min read

Harnessing Space-to-Sea Intelligence: Why Matsa Is Becoming the New Standard for Risk-Aware Aquaculture

How integrated Orbit-to-Onsite platforms are transforming aquaculture operations with early warning and portfolio-wide risk visibility.

By Coactive Admin
Aquaculture Risk Monitoring ESG
Read article →
January 17, 2025 4 min read

Driving Financial Efficiency and Impactful Returns

The economic benefits of hyperspectral imaging for farmland investments—reducing monitoring and compliance costs while improving ESG alignment.

By Coactive Admin
Precision Agriculture Hyperspectral Imaging Farmland Investment
Read article →
January 12, 2025 8 min read

Revolutionizing Farmland Investment: Harnessing Hyperspectral Imaging and AI for Precision Agriculture

Precision agriculture powered by hyperspectral imaging and AI is revolutionizing how investors approach farmland assets with unprecedented insights.

By Coactive Admin
Precision Agriculture Hyperspectral Imaging AI
Read article →

Get updates

Stay informed on our latest research and insights.

Subscribe to our newsletter for updates on geospatial AI, precision agriculture, and critical minerals research.