AI & Agentic Coding: Deployment Impact Map

How fast and how many job functions can AI actually access, accelerate, or replace?  To answer that, I have scored every role across five dimensions drawing on my experience across four very different industry sectors and what I have observed during my career stints. I have then mapped the results onto four axes to visualize …

Breaking the Innovation Speed Barrier with AI: The Golden Age of Innovation

Synopsis: As AI transitions from assisting with small tasks to autonomously managing full engineering work blocks, the innovator’s role is shifting from “doer” to “owner.” Drawing on a hands-on experiment building three Android apps in three months, this post explores why real-world deployment remains AI’s critical bottleneck, why human sagacity now commands a premium, and …

Advanced Packaging- Enabling Next Generation Silicon Chips

Key Takeaways: Increasing Design and Manufacturing Complexity associated with silicon chip development at < 5nm nodes and skyrocketing Development Costs will accelerate the use of Advanced Packaging across all market segments. The HPC/Server, Networking and High-End Smartphone market will be the “Lead Adopters” for Advanced Packaging Solutions. Co-Packaged Optics will see a major uptick to …

IoT Asset Management Solution: Trucking & Fleet Management

A high level architectural view of an IoT Asset Management Solution built from ground up to address the needs of different market segments. The end use for Trucking and Fleet management tries to address the following key requirements: Low Cost Solution. Real-Time tracking even when faced with intermittent connectivity. Reliability to handle the most demanding …

Asset Tracking & Management: An IoT Strategic Imperative

One of the most compelling use cases in IoT is in the area of Asset Tracking and Management. Asset classes can range from living, nonliving, transitory, stationary, remote to the accessible. An Asset Tracking system designed for one asset class can rarely be redeployed for another asset class as is. Each of the use cases …