In this episode of Tech Command Investing, I speak with Anand Waghmare, Co-Founder & CEO of Yugen Space, to explore how artificial intelligence (AI) is transforming Earth observation from vast collections of satellite imagery into actionable, decision-ready intelligence.
Astrophysicist turned SpaceTech-AI entrepreneur, Anand Waghmare is building the decision layer that enables banks, insurers, governments, infrastructure operators, and agricultural organisations to turn satellite observations into faster, more informed decisions.
Thousands of satellites already capture images of Earth every day.
The challenge is no longer collecting more data, it is making sense of it.
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As satellite constellations continue to expand, organisations are overwhelmed by the volume and complexity of Earth observation data. Converting that information into timely, actionable intelligence has become one of the defining challenges across commercial industries, governments, and defence.
Yugen Space is addressing this challenge by placing AI at the centre of the decision-making process.
Rather than requiring specialist analysts to manually process multiple datasets, Yugen combines artificial intelligence with optical, thermal, radar, and hyperspectral imagery to produce insights that are clear, actionable, and available in minutes instead of weeks.
The result is not simply faster analysis, but better operational decisions.
Throughout our conversation, Anand demonstrates how AI is changing the role of Earth observation across multiple sectors.
Financial institutions can better assess environmental and physical risks. Agricultural organisations gain earlier visibility into crop health. Governments improve situational awareness, while infrastructure operators can monitor critical assets more efficiently and respond to emerging risks before they escalate.
One of the most compelling aspects of Yugen's platform is its ability to multiply operational capability.
Small teams can monitor vast geographical regions, identify subtle changes that would otherwise go unnoticed, and make informed decisions with the reach and effectiveness traditionally associated with much larger organisations. AI becomes a force multiplier, not by replacing human expertise, but by enhancing it.
The episode also explores several practical demonstrations that illustrate the growing value of AI-enabled Earth intelligence.
From disaster analysis supporting emergency response to crop health monitoring for sustainable agriculture and urban heat analysis for climate resilience, these examples highlight how satellite data is evolving from a passive observation tool into an active decision-support system.
Beyond the technology itself, Anand discusses the realities of building a deep-tech company.
Rather than focusing solely on fundraising, Yugen prioritised customer validation, grant funding, and product development before opening its pre-seed investment round. This disciplined approach reflects the long-term mindset often required to build successful SpaceTech companies.
As Earth observation continues to evolve, competitive advantage will increasingly depend not on who owns the satellites, but on who owns the intelligence layer that transforms raw imagery into meaningful action.
AI is making Earth observation more accessible, more scalable, and more valuable across industries where timely decisions matter most.
Key Takeaways
From imagery to intelligence
The greatest opportunity in Earth observation lies in transforming satellite data into actionable, decision-ready insights.
AI as the decision layer
Combining AI with optical, thermal, radar, and hyperspectral imagery enables organisations to answer complex questions in minutes rather than weeks.
Expanding operational capability
Yugen empowers small teams to monitor large geographic areas and detect changes with greater speed, accuracy, and confidence.
Broad industry applications
Earth intelligence is supporting decision-making across banking, insurance, agriculture, infrastructure, and government.
Real-world impact
Applications such as disaster analysis, crop health monitoring, and urban heat analysis demonstrate how AI is making satellite data practical for everyday operational decisions.
Building with discipline
Yugen focused on product validation and customer traction before fundraising, illustrating a measured approach to building a deep-tech business.
The future of Earth observation will not be defined by collecting more satellite imagery, but by transforming that information into intelligence that enables faster, smarter decisions.
By combining advanced AI with multi-source satellite data, Yugen Space is helping organisations move from observation to action—unlocking new possibilities for resilience, sustainability, and strategic awareness.
Investing in Europe's Dual-Use Innovators
At KARISTA, we're raising the successor K Tech II fund, focused on Defence, Space, and Security backing the pioneers bridging civilian and military innovation to strengthen resilience and sovereignty.
