Insights

Ideas on automation and the future of work

Field notes, product thinking, and perspective from the AXI team on putting AI-enabled automation to work in the industries we serve.

Editor's Pick

Automate 2026 in Chicago

Based on my experience, I can honestly tell you that industrial automation has taken a giant leap in the past 12 months, and we've entered a new era of technological innovation. Over my career, I've experienced two tectonic technology shifts that transformed every company and industry: 1) Mobile (3G, 4G, 5G, and the first iPhone) and 2) the Internet (remember AOL, Yahoo, and MySpace). And now, AI, including machine learning, LLMs, vision, and physical robotics, is reshaping industries in the same way — arguably more dramatically....

Latest Articles

AI-Driven Automation: Transparency Through Iteration

The Human Layer of Automation: Designing for the People in the Process In the world of automation, much of the conversation centers on speed, cost savings, and scale. And while those are important, they’re not enough. True success in automation comes not from removing people—but from empowering them.At ApertureXI (AXI), we believe the most transformative

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What Starbase, Elon Musk, and AXI’s Automation Framework Have in Common

The First New City in America in Over 50 Years What Starbase, Elon Musk, and AXI’s Automation Framework Have in Common By Chief Automation Officer, George K. Mehok June 2, 2025 In South Texas, SpaceX isn’t just launching rockets—it’s building Starbase, a vertically integrated city designed to manufacture and launch 1,000 Starships per year. Elon

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The Convergence of RPA and Generative AI: Revolutionizing Business Processes

In the ever-evolving landscape of automation, the convergence of Robotic Process Automation (RPA) and Generative AI is creating unprecedented opportunities for innovation and efficiency. This integration, when combined with methods to inject company-specific data and business rules, is made possible by Retrieval-Augmented Generation (RAG) models. This potent combination is poised to transform how businesses operate,

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Revolutionizing Document Processing with AI and OCR: Unlocking Efficiency

Revolutionizing Document Processing with AI and OCR: Unlocking Efficiency In the contemporary business world, the efficient management of voluminous and complex documents like medical records, financial reports, and contracts is paramount. The integration of Artificial Intelligence (AI) with Optical Character Recognition (OCR) is significantly altering this domain, offering enhanced efficiency and precision in processing vast

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Process Discovery vs Process Mapping

Written by Chief Automation Officer, George K. Mehok The most common question we receive from operations managers and IT leaders is, “I know there are opportunities to automate, but how do I know where to begin?” We recommend starting with the processes, and job junctions that you know are inefficient. For example, manual data entry

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Digitizing the DNA of your organization with digital twin technology

Advanced process mapping techniques to elevate operational performance Written by Chief Automation Officer, George K. Mehok For the past two decades, industry leaders in manufacturing, aerospace, and energy infrastructure have shifted their engineering functions away from the physical world into a virtual one, developing breakthrough innovations using digital twin technology to design, build and test

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