The Hardware Bottleneck AI Can’t Fix

About this episode

Jason Hoch discusses the challenges and advancements in hardware engineering compared to software, focusing on data management and observability.

Software engineering has developed powerful tools for observability, data management, and continuous testing, but hardware engineering has largely not kept pace. The feedback loops, tooling, and infrastructure that software engineers take for granted simply do not exist in most hardware programs. Nominal is a data platform built to help hardware organizations move at the same speed as software teams. It manages the hardware data supply chain end to end, from ingesting high-frequency sensor data off physical assets to enabling real-time control room monitoring, post-test analysis, and simulation correlation. Jason Hoch is the co-founder and CEO of Nominal, and he has a background spanning distributed data systems at Palantir and cloud infrastructure at Vercel. In this episode, Jason joins Kevin Ball to discuss why hardware engineering has lagged so far behind software in tooling and observability, the unique data challenges of working with high-frequency time series sensor data, how Nominal handles both real-time control room workflows and post-test analysis, why AI agents are transforming software development but have not yet made the same leap in hardware, and what it would take…

People in this episode

Host: Kevin Ball

Guest: Jason Hoch

Topics covered

• hardware engineering
• software tooling
• data management
• observability
• AI in hardware
• sensor data
• real-time monitoring

Keywords

• hardware bottleneck
• AI
• data supply chain
• high-frequency sensor data
• real-time control
• post-test analysis
• simulation correlation

Mentioned in this episode

Organizations: Nominal, Palantir, Vercel, Mento

More episodes of Software Engineering Daily

• Web Native Game Development · June 4, 2026 · 52 min
• Autonomous Drone Delivery at Scale · May 28, 2026 · 50 min
• The European Startup Scene · May 26, 2026 · 47 min
• React Native at Scale · May 21, 2026 · 47 min
• Formal Methods as Agent Guardrails · May 19, 2026 · 50 min
• Open Source Sustainability · May 14, 2026 · 59 min