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Part 3 — The AI Bottleneck Nobody Is Talking About

Viviota and Rockfish Partner to Accelerate AI-Driven Engineering with Real and Synthetic Data

Over the next few weeks, I’ll be sharing a short series of observations from CES 2026 across three themes:

Engineering teams possess an underutilized goldmine in today’s fast-paced industrial landscape: their data. From sensor readings and vibration logs to video, sound, and test metadata, engineering data holds critical insights that can accelerate innovation, reduce costs, and safeguard operations against failure. Yet, a significant portion of engineering time is wasted merely searching for, organizing and wrangling data to make it usable.

Barry Hutt co-founder Viviota

Self-driving cars offer a safe, efficient and cost-effective solution that will dramatically redefine the future of human mobility.