Rob Andrews, founder of Heliolytics and Engramiq, joins host Nick de Vries to explore how advanced data analytics and AI are reshaping solar development and operations. From using drones and thermography to detect faulty modules at scale to building "data-complete" digital models from project documents, Andrews explains how better data organization enables more reliable, trustworthy AI. Dives into the rise of AI agents, the importance of grounding them in real-world context, and what it will take to scale solar from hundreds to thousands of projects — without scaling complexity alongside it.

In the season‑opening episode of Silicon Ranch Radio for 2026, host Nick de Vries sits down with Ann Will, founder and CEO of Groundwork Renewables, to explore why certainty is the cornerstone of building a durable solar business. From resource assessment and PV soiling to hail resilience and module testing, Ann shares how high‑quality, trusted data enables confident decisions across development, operations, financing, and insurance. The conversation traces Groundwork's role in shaping utility‑scale solar from its earliest days and examines how rigor, consistency, and trust turn risk into long‑term value. For anyone focused on building resilient, high‑performing solar assets, this episode makes the case that certainty isn't optional — it's essential.

In honor of Veteran's Day, host Nick de Vries is joined by former U.S. Army Special Forces officer Keyes Metcalf to explore how his military training prepared him for leadership in the solar industry. We'll find out how drones, digital twins, and AI are transforming project management, boosting efficiency while keeping human expertise at the center. From navigating complex construction schedules to tackling supply chain issues, Keyes offers insight into how technology and teamwork are driving the next era of solar innovation, including advances in battery storage and automation.