Balerion Senior Associate Aidan Daoussis sits down with Karthik Gollapudi, Founder of Sift, to discuss hardware observability. Sift builds data infrastructure and observability tools for complex machines, helping teams unify sensor data, logs, video, and test outputs. The company supports faster testing, root-cause analysis, and validation across aerospace, defense, robotics, maritime, automotive, and energy systems.
Timestamped Overview
00:00 – Introduction to Karthik Gollapudi and Sift00:43 – Karthik’s SpaceX background and the origin of Sift03:35 – Hardware observability and building hardware like software04:08 – How Sift unifies sensor data, logs, video, and time-series data06:03 – Why existing software tools are not built for hardware systems08:54 – SpaceX culture, first-principles thinking, and hiring at Sift12:33 – Building versus selling into complex hardware industries14:41 – Hiring software, infrastructure, and hardware-domain talent16:12 – Customer onboarding and handling fragmented data sources18:14 – Root-cause analysis, simulation, and faster anomaly resolution21:37 – AI, data infrastructure, and why Sift complements AI tools23:23 – Expansion beyond aerospace into maritime, energy, defense, robotics, and automotive26:32 – Internal tools, SaaS models, and why hardware companies use Sift28:05 – Investor interest, market pain, and hardware-sector growth29:54 – Defense budgets, space infrastructure, and AI-linked demand31:31 – What investors should understand about hard-tech companies35:01 – Government use cases and selling into defense versus commercial space36:41 – Future changes in space, Starship, orbital compute, and direct-to-cell systems39:27 – Scaling Sift’s team and product roadmap40:01 – Competitive moats versus Palantir, Datadog, and other data platforms42:32 – How AI may change software markets and internal workflow tools46:24 – Why “the best dashboard is no dashboard”48:34 – The Moon as infrastructure, manufacturing hub, and strategic high ground51:25 – Sift’s role in lunar vehicles and future space systems52:43 – Final takeaway: space is coming faster than most people realize
