Blog & Insights

Physical AI doesn't replace human judgment — it scales it. GS Futures explores their investment in AMESA and the Machine Teaching approach that lets veteran operators train AI agents just as they would mentor a new hire.

GS Futures explores the civil construction sector — its funding structure, procurement dynamics, technology adoption curve, and opportunities for venture-backed founders building for horizontal infrastructure.

Three key lessons from GS Futures' December 2024 trip to Singapore and Vietnam: nontraditional hardware business models, how Singapore's BCA eliminates pilot friction, and why tech is only a temporary competitive advantage.

GS Futures explains why they backed SmartPM's $5.5M Series A — a project controls platform that transforms construction scheduling through AI-powered analytics and CPM tools.

GS Futures analyzes construction safety through a multifaceted lens — from cultivating a safety-first culture and leveraging AI-based analytics to IoT wearables and risk management platforms.

GS Futures explains why they backed Phaidra — the DeepMind-founded AI company whose reinforcement learning platform cuts data center cooling energy usage by up to 40%.

GS Futures decodes the commercial construction value chain — covering key stakeholders, contracting structures, risk transfer mechanisms, and project cost breakdowns for apartment and data center builds.

GS Futures joins BMW iVentures and Intel in Formant's Series A1 — backing the leading data and operations platform that gives robotics companies and enterprise clients scalable fleet management infrastructure.

GS Futures explores building decarbonization through retrofit — covering the IRA, EU Renovation Wave, the principal-agent problem, embodied vs. operational carbon, and the emerging Energy-as-a-Service market.

GS Futures joined Ironspring and Liquid 2 Ventures in a video conversation about how industrial sectors — including construction and real estate — are transforming through technology and venture capital.