Category: Business and Finance

Business and Financial related items.

4/4/2026 Kevin’s Barnhouse Life Update — Spring 2026: Robots, Fur, and Everything In Between

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Wow. 2026 has already been a whirlwind — the kind of year where you blink and wonder how you fit all this into just a few months. But in the best way, it’s been full of breakthroughs, laughter, and those little everyday moments that make you stop and smile.

On the tech side, I’ve been diving deep into twAIn Robotics — a project that started with a simple question: what if machines could actually move, sense, and think for themselves? It’s nerdy, it’s exciting, and it’s one of those experiments where you realize the future isn’t coming — it’s already here. I’ve been playing with AI, biometric identity verification, and autonomous robotics control, figuring out how to make smart software and real-world hardware work together. Even if you’re not a robotics geek, it’s fun to imagine a world where robots might eventually help with everyday things — like maybe fetching snacks during a long workday (a person can dream, right?).

What drives me most is building — not just projects or products, but an ecosystem where everyone can gain something meaningful. I’m passionate about connecting ideas, technology, and people in ways that make life easier, more fair, and more engaging. Whether it’s through robotics, writing, or experimenting with new tools, I want the things I create to ripple outward, helping not just me, but anyone who interacts with them. For me, creation isn’t just personal fulfillment — it’s about leaving a space where everyone can benefit and grow.

Earlier this year, I went to the Executive Connection Summit in Scottsdale, which was full of inspiration. From stories of veteran resilience to innovators building the next big thing, it was a reminder that curiosity never goes out of style and the world is full of opportunities if you’re willing to tinker, explore, and sometimes fail spectacularly.

Back at the Neal Family Farmhouse, life is a mix of chaos and charm thanks to Bleu, Ella, Finn, Gracie, J.C., and Tigg. Finn’s mischief, hallway sprints, and random bursts of energy keep us laughing (and occasionally ducking). Bleu’s calm, judgmental stare, Ella’s quiet side-eye, Gracie’s nosy curiosity, J.C.’s old-soul wisdom, and Tigg’s unpredictable antics make sure there’s never a dull moment. They’ve become my co-pilots, my sounding boards, and sometimes my little saboteurs — in the best way possible.

This year also marks another chapter in my 15-year habit of blogging life as it happens. From robotics experiments to the small, silly moments at home, I’ve shared the wins, the fails, and everything in between. The goal has never been perfection — it’s about curiosity, learning, and sharing the chaos that comes with living, thinking, and sometimes tinkering just a little too much.

As we roll into the rest of 2026, I’m looking forward to more robot experiments, more quiet farmhouse moments, more antics from the six of them, and more of those little surprises that make this ride worth every blink, laugh, and head-scratch along the way.

2025 in Review: Furry Family, Fun, and Focus

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This year has been all about growth, joy, and choosing what really matters. Between new additions to our family, watching our older pets thrive, and focusing on work that aligns with my values, 2025 has been a year full of memorable moments and meaningful connections. Life felt busier, yes—but in the best way, the way that reminds you to slow down, appreciate the little things, and invest your energy where it counts. From playful chaos at home to rewarding collaborations professionally, this year has been a reminder that quality—of time, relationships, and work—always wins over quantity.

Home Life: Our Growing Family


Tigg – Our 9-month-old whirlwind kitten. His curiosity knows no bounds, and he just loves his new life with all his new brothers and sisters. Tigg went from an on-the-streets ally cat, to a domesticated gentlekitty nearly overnight. We all love him so much!


Bleu – Our 8-year-old black panther of a cat. Calm, majestic, and hypnotic with her perfected slow blink. Bleu continues to be our steady who’s friendly with everyone in the house and VERY particular in her habits.


Ella – Our 7-year-old tortoiseshell. The gentlest soul in the house with a knack for finding the softest, sunniest spots and loves to play with her wiggles.


JC – Our 12-year-old senior, still the coolest cat around. Loves “paling around” with little brother Tigg—always entertaining.


Gracie – Our 8-year-old canine. Thriving since adoption day alongside Bleu. Loyal, loving, and occasionally in charge of Finn.


Finn – Our nearly 5-year-old black lab, 72 pounds of pure, exuberant puppy energy. Once tried to “herd” Tigg off the couch like he was sheep—classic Finn.

Professional Highlights


2025 also marked the successful execution of our third TWAIN Converge Conference in Safety Harbor, Florida. Preparing and running the event reaffirmed why I love what I do: creating spaces for people who truly “get it” and pushing the boundaries of technology innovation for the benefit of everyone’s careers and curiousity.

My work with the TWAIN Working Group continues to be incredibly rewarding. I’m passionate about open source software and industry standards because it’s simply the right thing to do to drive technology adoption. I’ve intentionally chosen to work only with people I respect. It’s fun because we share values, debate topics openly without hostility, and surprisingly productive—clarity, candor, and alignment make strategy and execution much smoother. Quality over quantity is my motto.

Personal Reflections


Brandee and I are so happy as a family. This photo is of Buc-ee on Brandee’s wrist. I had never heard of Buc-ee’s before, but during a business trip to St. Augustine, Florida, the group suggested I visit for the experience. I did… and LOVED it! So I got this Buc-ee, and now Brandee loves having him on her wrist while she works.

Personally, I’ve embraced the same “quality over quantity” philosophy in life. I focus on meaningful relationships, both personal and professional, and let go of chasing attention or responses that aren’t reciprocated. More joy, less stress, and deeper connections—priceless.

Helping others—both professionally and personally—feels like exactly what we were meant to do. We feel fortunate to live this way, and we hope it inspires others to focus on what truly matters too.

Happy New Year 2026!

What does the TWAIN Working Group do?

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At the recent AIIM International AI+IM Global Summit, we asked the audience if they knew what the TWAIN Working Group does and a majority answered that they did not know, or wanted more information. So we’ve created this short explainer video as a high level overview for our 3 projects of TWAIN Classic, TWAIN Direct and PDF/Raster.

1. TWAIN Classic is a mature specification used for USB document scanners.
2. TWAIN Direct is a newer, RESTful API architecture, specification used for Ethernet or WiFi scanners and MFP’s.
3. PDF/Raster, or PDF/R, is a simplified version of PDF optimized for document scanning IoT devices.

Stargate, DeepSeek and Energy Efficiencies of AI with the TWAIN Working Group

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Last week’s announcement of Stargate—a $500 billion collaboration between SoftBank, Oracle, and OpenAI—got me thinking deeply about something even more critical than the technology itself: the energy required for such massive artificial intelligence projects. This was top of mind even before this week’s announcement of DeepSeek, China’s alternative AI system, and I touched on it during the 1/24/2025 Post & Walters Ask Us Anything live podcast. When asked about my most urgent priority, I said “Energy,” and for good reason.

Oracle’s construction of massive new data centers highlights just how much space and energy these infrastructures demand. We’re now at a point where nuclear energy is being seriously considered—and in some cases, implemented—as a power source for data centers. While this level of energy use isn’t inherently bad, it raises an important question: How can we consume energy more economically and use it more efficiently?

To put this into perspective, let’s draw a parallel with the evolution of personal computers and operating systems. In the early days, when CPUs, RAM, and storage were expensive, operating system developers worked hard to optimize resource usage. However, as these components became cheaper and more abundant, efficiency often fell by the wayside, giving rise to “bloatware.” For example, the size of operating systems ballooned from Windows 3.1, which required just 6.7 MB, to modern versions occupying several gigabytes. Similar inefficiencies can be seen in software like Optical Character Recognition (OCR) tools.

Now consider Stargate, which relies on an immense data center infrastructure and consumes vast amounts of energy. Just days later, China announced DeepSeek, a competing AI system built at 1/1000th the cost ($5.6 million vs. $500 billion) and designed to use significantly less energy. According to this article, DeepSeek achieves remarkable energy efficiency, partly because sanctions on chip exports forced its creators to innovate rather than rely on resource-intensive “bloatware.” Early reviews suggest DeepSeek is an impressive competitor to ChatGPT, showing what can be achieved through intelligent, resource-conscious design.

This focus on efficiency resonates with my work on energy-conscious innovations at the TWAIN Working Group (TWG). It’s thrilling to collaborate on designing intelligent AI systems while having a meaningful, positive impact on our planet—a trifecta that aligns with my professional and personal values.

One of TWG’s key initiatives is our integration of TWAIN Direct and PDF/R technologies into RISC-V CPU chips. This enables document scanners to operate independently of external computers, reducing the need for additional CPUs, RAM, and energy. With these technologies embedded directly into IoT devices, we can develop smarter systems that consume less power. For instance, machine learning models can train in the cloud to recognize document patterns and classifications, then push those models down to the RISC-V chip for on-device classification. This approach minimizes data transmission to the cloud and enhances energy efficiency, while continuously improving through feedback loops.

Another exciting project is the addition of JPEG-XL to the PDF/R specification. Our recent white paper, “The Benefits of Adding JPEG-XL to the ISO PDF Standard and PDF/Raster,” highlights how this advanced compression format reduces file sizes, conserves storage, streamlines transmission, and encourages digital collaboration over print.

These initiatives are part of a broader strategic objective: providing secure content collaboration solutions. While this challenge might seem solved, it’s an ongoing process of innovation to combat cyber threats and ensure content authenticity, provenance, and transparency. TWG has developed reference platforms for secure documents, integrating blockchain hashing for document verification, C2PA standards for content authenticity, and advanced access controls with biometric and multifactor authentication. These solutions span various types of digital content, from photos and videos to PDF files produced by TWAIN Direct scanners.

Putting all of this together offers us all the promise that A.I. can provide, encourages safe, secure and authentic digital collaboration and, which is of great importance, converses energy so that we can all live our best lives and provide a healthy planet Earth for future generations.

With so many groundbreaking projects underway, the TWAIN Working Group and P3iD Technologies welcome anyone interested to join us. Whether you want to dip your toes in or dive in head-first, there’s a place for you in this journey of innovation.

Kevin Neal Life Update, 10/30/2017

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Since the end of last month when I sustained my ankle injury, life has been challenging. While I’m very grateful and fortunate because the injury could have been so much more worse, the truth of the matter is that I’m not a very patient person and the disruption to my normal routine has been difficult, to say the least.

I’m very fired up for this upcoming week! Let me start with the highlights first.

I have taken my downtime over the past few days, and weeks, to organize some meetings that I am so much looking forward to this week. Some of these meetings are professional but some are also very personal. I’m looking forward to each of them with equal excitement, yet for extremely different reasons. Most of all I’m so pleased that Brandee will participate in each of them.

Whether by fate, destiny or divine intervention, I have had to lean on Brandee for so many things due to my ankle injury last month. Right now, I cannot do many of the normal things I used to do. Or even if I can do them, it’s at a much slower pace than usual. She just has this uncanny ability to jump right in and get things done without me even asking, or realizing that I needed help in the first place.

In addition to our meetings this week I’ve been doing a lot of educating myself in various disciplines. I’ve always felt that my professional business value, to be very honest, is not that I am necessarily an expert at any one thing in particular.  Rather I have a well-rounded professional background where I can relate to others in a sincere manner. I have professional experience in sales, marketing, customer service, business management, account management, product management, technical and other skills rather than just one particular job responsibility throughout my business career. I have

been very fortunate for this and I’ll never forget some very wise advice Dave Wood gave me many, many years ago. He said, “Kevin, even if you continue working at the same Company, do something different within the company.” I could not agree any more strongly than I could with this great advice from such a terrific person as Dave.

An area of particular focus recently has been digging deep into the setup, configuration and usage of ‘cloud services’. This is a very daunting task as the information is overwhelming, the terminology and services offered are different for each provider and the learning is typically on-your-own instead of some formal classroom style course. This is good and bad. It’s good because you can move at your own pace, which I’m finding really beneficial. However, the learning-curve just to get started is a bit overwhelming. Overall, technology is something I’ve always been interested in so my thirst to learn is genuine and natural.  I’m glad I can apply this to my professional career. This learning I’ve been doing recently should be of great benefit to myself, but most important our partners and clients, in this current era of technology convergence between traditional/on-premise and cloud computing services.

Another thing that has me really fired up is that after several weeks of uncertainty with not knowing about my mobility (or ability to work at all), having to juggle my calendar to re-schedule so many planned activities and having to level-set my personal business strategy; for the first time in weeks, I feel that I have a solid schedule to follow this week. I spent the end of last week, as well as this past weekend, preparing a lot of documentation and discussion materials that should be very useful in our upcoming business meetings this week to have positive and productive outcomes.

Lastly, and most importantly, and I’ll say it once again, I am so grateful for the compassion and kindness of all of you. I have such incredible faith in the decency of humanity. So many of you have been so incredibly supportive of Brandee and I dealing with my injury that we cannot thank you enough. Your kind words, thoughts and prayers are absolutely felt and appreciated. We can only hope to do what little we can to reciprocate for you and your family in some fashion, manner or capacity. At certain times in life you must slow down, reflect, appreciate, regroup and then move-forward, stronger and better than ever.

 

When life gives you lemons, make lemonade!