My passion for robotics began when I was 12. I took apart an old AM radio and turned it into an alarm system connected to my Atari 800XL (home computer). It was a small experiment, but it changed everything. It sparked a lifelong fascination with how machines can extend human capability. 

As an engineer, I’ve always been drawn to solving problems that matter. Early in my career, I developed the country of Chile’s first road and route map using DGPS systems, two years before Google Maps came along. Later, I joined Independent Driving Systems in Texas, where I helped robotize and automate over 300 vehicles, restoring mobility for disabled individuals and veterans. I also contributed to the U.S. Department of Defense’s Unmanned Convoys Project, now known as Automating Army Convoys. 

Today, I’m proud to be part of Stout as a Senior Robotics Engineer. In just over a year, I’ve had the opportunity to work with a team that’s as passionate and curious as I am. What drew me to Stout was the unique blend of mechanical precision, artificial intelligence, and a culture of relentless innovation. Every day, we’re pushing boundaries, whether it’s building digital crops with LED arrays to simulate real field conditions or developing vision programs that analyze color and assess plant health. At Stout, robotics and AI are our paintbrushes, and the field is our canvas. 

When it comes to agricultural robotics, precision is everything. Our Smart Cultivator integrates LiDAR, computer vision, and GPS geo-referencing to operate with millimeter-level accuracy. These systems collect and process real-time data that feeds our AI, ensuring every movement is deliberate and efficient. While developing our Smart Rate Fertilizer (SRF) system, we built custom mass flow sensors, high-frequency pressure monitors, and laminar flow velocity sensors, tools that didn’t exist until we created them. That’s the Stout philosophy: if it doesn’t exist, we invent it. 

One of my favorite projects was also one of the simplest. I designed a simulator using LEDs to replicate the motion of a lettuce field. It saved us countless hours in field testing and reminded me that creativity can be just as powerful as complexity. 

To me, robotics is all about connection, how sensors, processors, and control loops communicate, much like our nervous system connects to our brain. A system can only move and “think” correctly when those control loops are perfectly tuned. 

Agriculture presents unique challenges for robotics. No two fields are the same. Soil texture, light, and weather are constantly changing. Our machines need to adapt just like humans do. What excites me most about the next decade is how far we’ll take that adaptability. Artificial Intelligence has only recently become mainstream, and the next leap, Artificial General Intelligence (AGI), could arrive as soon as 2026 or 2027. That shift could revolutionize agriculture, enabling autonomous swarms of self-sustaining machines to manage fields without human intervention. 

Even today, robotics plays a bigger role in farming than most people realize. Data once used on Wall Street is now being applied to agriculture through metadata analysis. At Stout, our cameras and sensors process billions of data points to track everything from plant health to yield projections. We’re turning raw information into actionable insights that help growers make faster, smarter decisions. 

Robotics and AI are just tools. It’s your imagination that gives them purpose. Agriculture still has countless problems to solve, and it will take bold, creative minds to do it. The fusion of robotics, AI, and human ingenuity will define the next era of farming, and I’m honored to be part of that journey. 

When I joined Stout as a Senior Software Engineer, I saw a unique opportunity to bring meaningful innovation and cutting-edge software development to an industry that’s historically been underserved by technology. My career has spanned everything from VR robotics at X, the Moonshot Factory, to full-stack cloud infrastructure, but agriculture felt like a space where innovation could make a truly tangible impact.  

I first worked on ag tech projects while studying at UC Santa Cruz, and even back then, it was clear that farming is filled with challenges that data and software are uniquely positioned to solve.  At Stout, I get to build the tools that make that transformation real – from backend data systems to intuitive mobile and in-cab apps. Every day is different. One minute I’m debugging code in our mobile app, and the next I’m optimizing the backend of our data pipeline or reviewing machine vision outputs from the Smart Cultivator. I thrive on that variety. There’s a rhythm to the work – building, releasing, collecting feedback, and refining. We operate in tight cycles of iteration, which allows us to test new features quickly and roll out improvements that respond directly to what growers are seeing in the field. 

One of the most exciting challenges we take on is building intuitive, rugged software that stands up to field conditions. Our goal is to make complex technology feel simple for operators. We’ve built mobile and in-cab apps that allow crews to monitor the machine in real time, see what the cameras see, and adjust cultivator settings on the fly. React Native, Python FastAPI, and AWS Cloud Services are just some of the tools I use to build flexible platforms that scale as our customers’ needs evolve. 

Looking ahead, I’m especially excited about how AI and automation will continue to shape agriculture. Stout’s Smart Cultivator already performs multiple functions, mechanical weeding, plant-level scanning, and data capture, in a single pass. But this is just the beginning. AI has the power to transform how growers forecast yields, monitor plant health, and make decisions based on real-time and historical field data. We’re laying the groundwork for that future now with tools that are modular, configurable, and designed to adapt to changing field conditions. 

Our software team functions a lot like a startup within the company: lean, collaborative, and always pushing to do more with less. That means every developer plays a cross-functional role, wearing many hats. I manage our fleet tools, contribute to our VRF software, and help design debugging systems that make troubleshooting easier across the board. We also rely heavily on customer feedback to guide product direction, and that connection to the grower makes our work all the more meaningful. 

To any young software or robotics engineer looking to get into ag tech, my advice is simple: follow your curiosity and build things that interest you. The skills you develop through personal projects and side experiments often translate directly to the field. Agriculture may be behind other industries in tech adoption, but that gap is exactly where the opportunity lies, and at Stout, we’re working every day to close it. 

About Kyle: 

Kyle Jeffery is a Senior Software Engineer at Stout Industrial Technology, where he designs and develops full-stack software systems that power next-generation agricultural equipment. With a background spanning robotics, cloud infrastructure, and mobile development, Kyle brings a unique perspective to ag tech innovation. From building debugging tools to advancing machine vision and AI-driven automation, he’s passionate about creating intuitive platforms that make farming smarter, more efficient, and data-driven.

I spent 22 years in the Army, where reliability and precision weren’t just goals – they were requirements.  Now, as Operations Manager at Stout, I bring that same mindset and commitment into agriculture. After retiring from the Army, I earned degrees in Ag Business and quickly saw the impact AI and robotics were starting to have on farming. Once I got hands-on experience with the Stout Smart Cultivator, I knew I had found my next mission. 

Every morning, I start by opening the shop, reviewing work orders, and making sure our schedule reflects the priorities that matter most: uptime and performance.   My role is about being ready to pivot – whether that means retrofitting machines, responding to field calls, or helping troubleshoot issues firsthand. 

Before any Smart Cultivator leaves our facility, we put it through a detailed testing process. We’ve built these checklists from years of field experience – every actuator, every wire, every system is tested. We log 6 to 10 hours of run time per machine, and if something isn’t right, it doesn’t ship. Period. 

One of the things I’m proudest of is how we build based on feedback from growers. Our SPH (Smart Powered Hydraulics) system came directly from conversations in the field. I worked with R&D and engineering to move it through our ECO process – from idea to implementation. That’s what makes Stout different: we listen, and we act. 

I spend 40 to 60% of my time in the field. You can’t fully understand an issue until you see it yourself: the soil, the weather, the crew dynamics. I talk with operators, watch their workflows, and think critically about how we can make our machines better. Our reliability starts with those real conversations. 

We’ve built out support systems that go far beyond a manual. From teardown videos to bilingual training resources to live video calls, we’re committed to making sure operators (not just managers) know how to run, maintain, and optimize their machines. 

As Stout evolves into a data-driven company, our operations have evolved too. We now preload computers, install vision systems, and fully program each machine before it ships. We don’t wait for things to break; we’re always improving, always checking in, always looking for ways to add value during maintenance. 

To me, reliability means building machines that hold up in any field condition: hard soil, wet rows, heat, cold, you name it. That’s where I focus. Because in this business, durability isn’t just nice to have, it’s everything.

About Robert Rodriguez 

Robert Rodriguez is the Operations Manager at Stout Industrial Technology, where he brings more than two decades of military maintenance experience to the cutting edge of agricultural innovation. After earning a degree in Agriculture Business, he transitioned into ag tech, inspired by the transformative potential of robotics and AI in the field. Known for his field-first mindset, Robert is deeply committed to machine uptime, operational precision, and long-term customer success. Whether he’s leading operations or working directly with growers, Robert ensures every machine meets the highest standard of performance. Outside of work, he enjoys boating, fishing, and spending quality time with his family. 

I’ve worked in agriculture since I was 18, but my background is in mechanics and electrical work. I originally set out to find a job in mechanical repair when I stumbled upon the Ag Tech industry by accident. I joined a company that worked on automated farming equipment, and from there, I became more intrigued by how automation and autonomous systems were shaping the future of agriculture. It was an unexpected path, but one that led me to where I am today at Stout.

I first saw Stout’s Smart Cultivator in action while I was working for another company. What impressed me was how simple it was to operate—just press start and go. In contrast, the equipment I worked with at the time required extensive calibration and back-end adjustments before it could run properly. That ease of use was what initially attracted me to Stout. Eventually, I applied for a position, and when the opportunity arose, I joined the team.

As a Service & Production Technician, my day varies based on what machines come in for servicing. We receive work orders that outline what needs to be inspected or repaired. If I’m working on a machine from the previous day, I continue troubleshooting it. If a new unit arrives, I run through a detailed checklist to identify potential issues and ensure it’s running at peak performance.

Customer support is also a key part of my role. When growers reach out with issues, I assess the problem and help troubleshoot it remotely whenever possible. One thing I’ve learned is to never assume the issue upfront.  Instead, I take the time to investigate first before giving an answer. That way, I can provide the most accurate diagnosis without jumping to conclusions.

From my experience, the biggest challenge growers face when adopting new Ag Tech is fear—fear of change, fear of technology, and fear of the unknown. Many growers have been using the same equipment and methods for years, and learning a new system can be daunting. In reality, many operational issues stem from driver error, rather than the technology itself. Some operators pick it up quickly, while others take longer to transition.

At Stout, we follow a thorough checklist to ensure every machine operates at its best in the field. This checklist is based on real-world experiences and allows us to proactively address potential issues before they become problems for customers. Many of us have worked with these machines long enough that we’ve memorized what to look for, but we still follow a structured process to maintain quality and reliability.

One of the most challenging aspects of my role has been working with Smart Powered Hydraulics (SPH) and the Stout Rate Fertilizer (SRF). Installing these systems on different machines presents a unique set of challenges that require a combination of mechanical and electrical expertise. At first, these installations were complex, but over time, they’ve become second nature with enough practice and repetition.

I don’t think Ag Tech will ever reach a point where machines are built and serviced entirely by robots. There will always be a need for skilled workers to maintain, repair, and improve these systems. The industry is shifting toward a more technical workforce, where hands-on technicians will play a crucial role in keeping automated equipment running efficiently. As Ag Tech continues to develop, I see an increased demand for specialized skills and new infrastructure to support this growing and evolving sector.

For those looking to enter the Ag Tech field, my advice is simple: be ready to move fast. This industry is constantly evolving, and staying adaptable is key. The more you learn about mechanics, electronics, and automation, the better prepared you’ll be for the opportunities ahead.

About Gustavo

Gustavo Dominguez is a Service & Production Technician at Stout, where he specializes in maintaining and troubleshooting automated farming equipment. With a background in mechanics and electrical work, he transitioned into Ag Tech after seeing the potential of automation to transform farming operations. Passionate about innovation, Gustavo is dedicated to helping growers adopt new technology with confidence while ensuring Stout’s Smart Cultivator and other systems operate at peak performance.

About Stout

Stout is at the forefront of agricultural innovation, specializing in precision implements and AI-driven solutions that enhance efficiency and productivity for growers. Committed to pushing the boundaries of agricultural technology, Stout continues to lead the way in developing advanced machinery for the farming community.

My journey into ag tech wasn’t exactly planned, but looking back, it makes perfect sense. Early in my career, I worked in operations where everything was done the old-school way—by hand, on paper, with little to no technology involved. Scheduling, field applications, fertilizer dispatch, all of it was manual, but then I got my first taste of technology in the industry. I saw what GPS monitoring and other digital tools could do, and it changed my perspective. It became clear that there was a huge opportunity to modernize these outdated processes. I realized that not only could technology make agriculture more efficient, but it could also open doors to new possibilities that hadn’t even been considered yet. That curiosity led me down the path I’m on today.

Agriculture is unpredictable. Weather, labor availability, and market fluctuations all impact day-to-day operations. As Director of Sales Operations, I’ve had to learn how to balance structured planning with the flexibility to pivot at a moment’s notice. This industry demands both—a clear vision of where you’re headed, but also the ability to react quickly when things don’t go as planned. It’s a leadership style that embraces adaptability while staying grounded in long-term goals.

One of the toughest parts of my role is navigating the natural resistance to change within agriculture. At the end of the day, this industry is about production—getting from seed to harvest as efficiently as possible. Introducing new technology, no matter how beneficial, can be seen as a disruption. Growers need to know that integrating something new won’t just be an extra step—it has to improve efficiency without negatively impacting their bottom line.

The biggest challenge isn’t just selling a piece of equipment—it’s shifting mindsets. Many farming practices have been done a certain way for generations, and now we’re asking people to trust a machine to do the work that’s historically been done by hand. That’s a big leap. To overcome this, we focus on proving the real-world benefits of the Stout Smart Cultivator—how it reduces labor challenges, provides immediate data for decision-making, and ultimately helps growers improve their operations.

Technology is touching every part of agriculture—from the field to the packing sheds to the sales office. At Stout, our focus is on using data-driven solutions to help growers make better, real-time decisions. Instead of reacting to issues after they’ve already impacted a crop, our goal is to provide insights that allow growers to adjust before it’s too late. That’s where the future of ag tech is headed: proactive, not reactive.

Innovation isn’t always easy, and pushing boundaries comes with its challenges. But what keeps our team motivated is the fact that we’re doing something new. We’re at the forefront of a movement that’s changing the way farming operates. There are days when things don’t go as planned, when frustrations run high, but in those moments, we remind ourselves why we’re here.

The ag tech space is full of exciting developments, but not all technology is useful today. Some innovations look great on paper but aren’t ready for practical application. Our job is to refine what we offer and ensure that it truly benefits the people who use it. That means listening to growers, understanding their needs, and adapting our solutions accordingly. It’s not about pushing technology—it’s about creating solutions that make sense in the real world.

If I had to pick one skill that’s essential for success in this space, it would be understanding growers. You need real-world experience to truly grasp what they’re up against—the pressures, the regulations, and the challenges they face every day. Without that understanding, it’s difficult to communicate how technology can help. The key isn’t telling them what they need—it’s listening to what they actually need and working with them to find the best solution.

Over the next five to ten years, I think we’ll see the true potential of ag tech start to unfold. Right now, there’s a lot of excitement, but not every new innovation will stand the test of time. The companies that stay focused, listen to their customers, and truly integrate into agriculture’s real-world challenges will be the ones that succeed. Adoption won’t happen overnight—it’s a gradual process. But as the technology matures and proves itself, we’ll see a shift toward more targeted, effective solutions that become essential tools for growers.

For me, that’s what makes this field so exciting. We’re not just creating technology for the sake of it—we’re solving real problems. And as long as we stay grounded in that mission, the impact we can make is limitless.

About Sal

Sal Espinoza is a dedicated leader in ag tech with a passion for innovation and problem-solving. With nearly a decade of experience in agriculture, he has held key roles at Wilbur-Ellis, FarmWise, and now Stout Industrial Technology, where he drives advancements in AI-powered automation for farming. Sal’s expertise lies in developing practical, grower-focused solutions that enhance efficiency, sustainability, and profitability in the field.

About Stout

Stout is at the forefront of agricultural innovation, specializing in precision implements and AI-driven solutions that enhance efficiency and productivity for growers. Committed to pushing the boundaries of agricultural technology, Stout continues to lead the way in developing advanced machinery for the farming community.

I didn’t really plan to work in agriculture, it just kind of happened. I started as a tractor operator for Tanimura & Antle, learning the basics of running machines in the field. Before that, I had little experience working with machinery or doing fieldwork. Over two years, I became proficient with the equipment, but I wanted to do more. That’s what brought me to Stout.

When I joined Stout, I had to start from scratch with things like hydraulics and understanding the function of each part and how they’re all tied together. As an operator, I only knew how to make them run. Now, I’ve learned how to take them apart, fix issues, and put them back together. That’s been the biggest growth area for me in this role.

What My Job Looks Like

My week varies greatly on what demos we have lined up. If there are no demos scheduled, I focus on checking on our customers and their Stout machines. I make sure they’re running smoothly, help train new operators, answer questions, and fix any issues that come up. When there’s a demo, I make sure the machine is prepped to ensure a proper representation of our Smart Cultivator. Once everything is dialed in, I get to run and show the machine in action.

The best part of my job is troubleshooting and it’s rewarding when you find the solution. Once you’ve run into a similar problem a couple of times, familiarity with the issue reduces the time spent working on it and in turn allows the customer to continue with their normal operation. With over 50 machines deployed throughout North America and Europe, having the ability to troubleshoot over the phone is crucial for keeping our machines running smoothly for our grower partners.

Why Customers Appreciate Stout Machines

What impresses growers the most is how reliable our machines are. They’re built tough, so they can handle all kinds of field and weather conditions. From firsthand experience over the past four years, I’ve seen how well the machines perform once they’re set up properly – whether it’s day or night. Customers are always surprised by how well-built and reliable they are.

Traveling for Stout

One of the coolest things about my job is the travel. I’ve had the opportunity to work in 10 states and Mexico and Canada, meeting growers from all kinds of farming operations. It’s awesome seeing how people in different places get excited about our machines. In Mexico, I saw how much the technology would help their operations. Seeing how open they were to adapt to our machine and willing to change some of their farming practices to optimize the performance of it was eye opening.

My Advice for Someone Getting Into Ag Tech

If you’re considering a career in ag tech, give it a try. Whether it’s an internship or a short-term job, putting some skin in the game will help you gain experience and validate if it’s worth pursuing. It’s not always easy, but if you enjoy problem-solving and/or working with your hands, it’s worth it to make a difference in agriculture.

At Stout, we’re just getting started in ag tech. There’s a lot of potential, and it’s exciting to be part of something that’s helping farmers directly. For me, it’s been a chance to learn, grow, and to make a real impact in the industry.

About Antonio

Antonio is a Demo Technician at Stout, specializing in troubleshooting, machine operation, and operator training for the Smart Cultivator. Starting as a tractor operator at Tanimura & Antle, he has grown into a skilled technician, traveling to 10 states and two countries to help customers optimize their farming practices. With a customer-first approach and hands-on expertise, Antonio is proud to make a direct impact on farmers while contributing to the future of ag tech.

About Stout

Stout is at the forefront of agricultural innovation, specializing in precision implements and AI-driven solutions that enhance efficiency and productivity for growers. Committed to pushing the boundaries of agricultural technology, Stout continues to lead the way in developing advanced machinery for the farming community.

As the Production Development and Operations Engineer at Stout, I focus on one core objective: ensuring our cultivators operate with maximum efficiency. These machines are the heart of our business, and it’s my job to ensure they are operationally healthy and always performing at their peak. I like to think of them as my children—they demand attention, but it’s immensely satisfying knowing they are performing at their best.

My primary role is ensuring that our machines run the correct computer code and operate efficiently. I oversee everything from machine assembly to machine software management and updates, often troubleshooting issues that arise in the field. When machines are in use by our customers—whether on the East Coast, UK, or even Australia—I’m on standby and ready to respond.

However, I also wear many hats beyond machine assembly and management. I frequently dive into IT tasks, assembling computers, building servers, and even troubleshooting issues like office computer settings or email administration.

One of the most challenging issues I’ve faced recently was identifying and resolving a condition in our cultivators that would cause the actuators to pause unexpectedly. This situation would, of course, often occur during machine demos—frustrating, to say the least. After extensive analysis of the machines’ behavior, I finally discovered a pattern. It turned out that the issue was related to computer housekeeping tasks. These systems, originally designed for 24×7 surveillance cameras, were not optimized for the off-and-on cycles of our machines.

By adjusting the system to run housekeeping tasks in the first few minutes of operation rather than mid-cycle, we eliminated the problem. Now, the cultivators run smoothly with fewer interruptions, resulting in a much better experience for our customers.

Automation plays an essential role in my work. The ability to update machines while they’re in operation is a recent development that has saved me countless hours. Previously, we had to pause operations to apply computer code updates, causing downtime for our customers. Now, we push updates in the background, and they take effect the next time the machine is powered up.

As we continue to scale globally, with machines running across different time zones and continents, it’s vital that we build systems that can self-manage, allowing me and the company to focus on the bigger picture.

One area where I’ve pushed myself is backfilling my skill set with coding. While I’m not a software developer by trade, this role has forced me to dive deeper into coding languages like Python. It’s a steep learning curve, but I have learned that there is no limit to learning something new. Balancing this newfound knowledge with my broader responsibilities has its challenges, but that’s part of what keeps the job interesting.

Throughout my day, I’m constantly searching for ways to improve efficiency and develop new solutions to the unique challenges we face operating these machines in the field. Ultimately, my goal is to ensure peak performance for our customers. Whether through software code updates, troubleshooting technical issues, or automating processes, I’m always focused on finding the most efficient way to improve operations and keep things moving.

About Garry

Garry is a DevOps Production Engineer, specializing in automation tools for AI-powered Smart Cultivators. With over 25 years of experience, he has led IT infrastructure projects across multiple industries, including healthcare and AgTech. Previously, he served as Senior Infrastructure Engineer at Montage Health, where he enhanced security and productivity through Virtual Desktop Infrastructure (VDI) design. Garry is known for his expertise in network automation, hybrid cloud technologies, and developing cost-saving solutions.

About Stout

Stout is at the forefront of agricultural innovation, specializing in precision implements and AI-driven solutions that enhance efficiency and productivity for growers. Committed to pushing the boundaries of agricultural technology, Stout continues to lead the way in developing advanced machinery for the farming community.

When I reflect on my role as the Mechanics Team Lead at Stout, I see a journey deeply rooted in a passion for creating what didn’t exist and pushing the boundaries of agricultural technology. My background in agriculture and AgTech has been instrumental in shaping this path. From my early days, I’ve been driven by a desire to bring new solutions to life, a pursuit that has found a perfect home at Tanimura & Antle and subsequently, Stout.

My journey with Stout began with the commercial development of the PlantTape automated transplanter at Tanimura & Antle. This innovation was the catalyst for the creation of the Tanimura & Antle R&D department. The process of transforming ideas into reality has always been thrilling, and Tanimura & Antle’s extreme motivation to push the industry forward has been a significant driving force behind our successes. Our R&D department, which started as a small team in the bullpen of the hardware shop, has now evolved into the cornerstone of Stout’s innovative spirit.

In my role, I emphasize flexibility and simplicity in our designs. Traditional engineering approaches sometimes lack the fundamentals of moving dirt needed for agricultural innovation. I’ve learned from experience that sometimes, the simplest solutions are the most effective. For example, we’ve refined our precision implements, like the Smart Cultivator, to allow growers to make adjustments easily and precisely. The user-friendly interface on our Smart Cultivator has significantly improved efficiency and productivity for growers world-wide.

Precision in agricultural machinery is crucial for minimizing waste and maximizing yield. By ensuring that our machines operate with high accuracy, we can help growers reduce wastage and increase the consistency of their produce. The information our machines provide, along with their precise operations, leads to better outcomes in the field, whether it’s in terms of crop yield or operational efficiency.

Our team has developed key innovations in precision implements that benefit growers by making their tasks easier and more efficient. One of the most significant advancements has been the development of a user interface that simplifies adjustments and enhances the precision of operations. This allows growers to be more confident and effective in their fieldwork.

However, developing machinery for diverse agricultural environments comes with its unique challenges. The older generation of farmers being mostly happy with doing what has worked in the past. The increasing openness to technology among younger generations of farmers is encouraging, and it fuels our drive to innovate continuously.

Feedback from growers is invaluable in our design and development process. We prioritize their input to ensure our machinery meets their needs and enhances their productivity. For instance, while working on the Smart Cultivator, we developed an implement to lift drip tape based on requests from specific growing practice, although it required further refinement to suit different regional practices.

At Stout, we strive to make our machinery both user-friendly and technically advanced. Our approach stems from being a farming company first, reaching out to Silicon Valley for technological expertise rather than the other way around. This collaboration ensures that our solutions are practical and beneficial for growers.

The future of agricultural machinery lies within greater efficiency, reduced traffic, and optimal use of growing areas. Stout is positioning itself at the forefront of this movement by creating machines that maximize efficiency with minimal input. Our focus on precision and resource management is key to leading the industry in these future trends.

Looking back, one of the most surprising and rewarding experiences was patenting a simple yet effective landing gear design. It’s moments like these that remind me of the value of intuitive thinking and practical solutions. Every small improvement we’ve made to our machines brings immense satisfaction as we see more growers benefiting from our innovations.

For those entering the AgTech field, especially engineers, my advice is to remain open-minded and adaptable. Agriculture presents unique challenges that require innovative thinking and practical solutions. Understanding that the field environment is unpredictable and uncontrollable is crucial for developing effective technologies.

Every step we’ve taken at Stout to improve our machinery has been a collective achievement. Seeing our innovations make a positive impact on growers’ lives is the most rewarding part of my job. As we continue to push the boundaries of agricultural technology, I am excited about the future and the endless possibilities it holds for Stout and the farming community.

About Austin

Austin Larick, the Mechanics Team Lead at Stout, has a rich background in agriculture and AgTech. Influenced by his grandfathers, both skilled welders, and encouraged by his father’s inventive challenges, Austin developed a passion for problem-solving from a young age. After honing his skills at Wyoming Technical Institute (WyoTech), he started his career at Ramsey Highlander, progressing from welding to electrical work, hydraulics, and machining. He then managed the shop at Green Valley Farm Supply for five years. Austin then spent nine years at Tanimura & Antle (T&A) in research and development, solidifying his reputation as an innovator, where he worked on the PlantTape transplanter. His diverse expertise and leadership have positioned him as a key figure at Stout, dedicated to pushing boundaries in agricultural technology.

About Stout

Stout is at the forefront of agricultural innovation, specializing in precision implements and AI-driven solutions that enhance efficiency and productivity for growers. Committed to pushing the boundaries of agricultural technology, Stout continues to lead the way in developing advanced machinery for the farming community.

At Stout Industrial Technology, we’re not just revolutionizing agriculture; we’re redefining it. With our cutting-edge True Vision technology and a relentless commitment to innovation, we’re making strides in AI and robotics that are changing the way growers operate. Today, I’d like to share insights into our journey, our capabilities, and what’s in store for the future.

True Vision is at the heart of what sets Stout apart. It is a sophisticated system combining AI and machine vision to detect and classify objects in real-world, ever-changing environments. Unlike traditional systems that require structured settings, True Vision excels in challenging outdoor conditions, utilizing advanced software, AI, and robust camera hardware to meet the field conditions.

True Vision operates using a convolutional neural network that identifies and classifies crops and weeds. This is further enhanced through a proprietary tracking algorithm. True Vision communicates detailed position information to an implement controller, enabling machines to perform precise agricultural tasks, setting a new standard for efficiency and accuracy in farming.

The journey of True Vision began with Jeff Antle’s vision to automate the weeding and cultivating process under high weed pressure. Existing machine vision technologies, like blob detection, were insufficient for real farming conditions. Recognizing that recent advances in AI were instrumental in solving this problem, Jeff started to assemble the team to lay the groundwork for what Stout True Vision is today – a high performance field-ready AI machine vision system.

Developing True Vision was not without its hurdles. One of the biggest challenges was the need for extensive datasets to train the AI models. To address this, we built portable data collection systems that enabled us to gather images and farm data from a multitude of crops in various regions and field conditions. Stout’s fleet of data collectors allowed us to train new AI models quickly and efficiently. This ability to rapidly adapt to new applications is a significant differentiator for Stout.

Looking ahead, True Vision continues to evolve. We have recently added capabilities for plant size and spacing histograms, heat maps, and web applications for real-time monitoring and detailed analysis of how crops are growing. Future enhancements are in the works to improve and enhance data feeds and provide growers more insights on how to improve their farming practices.

Our robotics and AI team is dedicated to continuous improvement. We focus on expanding our AI models to include new crop varieties and weeds, enhancing weed detection, and adding new functionalities to our Smart Cultivator. Our goal is to stay at the forefront of innovation, ensuring our customers always have access to the most advanced precision farming products.

Stout recently unveiled Smart Rate Fertilizer (SRF), an add-on for the Smart Cultivator and the world’s first plant-specific variable rate fertilizer system. Traditional variable rate application systems apply different rates of fertilizer to each part of the field, whereas SRF uses Stout True Vision to apply the right dose to each individual plant. By giving plants just the right amount of fertilizer, SRF lowers costs and reduces fertilizer runoff.

We have several exciting projects in the pipeline beyond the Smart Cultivator and Smart Rate Fertilizer. While details are under wraps, rest assured that our team is working on groundbreaking technologies that will further enhance our capabilities and the impact on the agriculture industry.

One of the key strengths of True Vision is its user-friendliness. It is designed to be self-tuning and adaptive, ensuring that operators do not need to be engineers to use it effectively. We’ve tested our interfaces extensively with customers, resulting in intuitive solutions like a mobile app for in-cab monitoring, which allows operators to manage the system without leaving their tractors.

Continued feedback from growers is invaluable. Our products are designed to solve real problems and improve margins for our customers. By working closely with growers, we ensure that our solutions are practical, effective, and aligned with their needs. This collaborative approach helps us focus our efforts on the most impactful areas.

As we remain at the cutting edge, we continuously experiment with new technologies and stay active in industry conferences. Partnerships, such as with industry leader Tanimura & Antle, provide us with opportunities to test new ideas and receive immediate feedback, keeping us ahead of industry trends.

Our robotics team is highly interdisciplinary, comprising machine learning / AI experts, mechanical engineers, controls engineers, and other specialists. We work closely with other departments to develop, test, and refine new technologies. This collaborative process ensures that our innovations are practical and ready for production.

The future of robotics in agriculture is incredibly exciting. We are at the beginning of a wave of robotic solutions that will make farming more productive and efficient, while reducing environmental impacts. Stout is building the tools to enable precise, plant-level decision-making, which is key to revolutionizing farming practices. By applying science at the individual plant level, we open doors to unparalleled advancements in agriculture.

These insights underscore Stout’s commitment to innovation and excellence in AgTech. With True Vision technology, we are not just keeping pace with industry trends; we are setting them. As we continue to evolve and expand our capabilities, we remain dedicated to providing growers with the tools they need to thrive in a rapidly changing world. Stay tuned for more exciting developments from Stout Industrial Technology!

About Steven Snyder: Steven co-founded Stout Industrial Technology and is the Director of Robotics, leveraging his expertise to bridge the gap between traditional industry and Silicon Valley innovations. With a rich background in autonomous robotics, electro-optics, automotive and aerospace, he has held key positions at Motivo Engineering and Applied Minds, where he designed complex systems and led significant technological advancements. Steven’s early career at GeneFluidics saw him develop critical software and hardware for medical research, showcasing his multifaceted engineering skills. He holds a degree in Cybernetics from UCLA, a multidisciplinary program with studies in computer science, electrical engineering, statistics, systems biology, and chemistry.

About Stout Industrial Technology: A Salinas, CA based artificial intelligence Company focusing on labor-intensive applications in agriculture. The Company builds software-defined implements for tractors that use machine vision and AI to identify and remove weeds via mechanical actuation instead of chemicals. Born inside a grower-shipper operation, Stout’s hardware and software solutions are developed from the grower’s perspective, hardened in the field prior to commercialization and continuously improved to help growers lower their operating costs and increase their margins.

In the ever-evolving landscape of agriculture, Stout Industrial Technology stands as a beacon of innovation and progress. As the Director of Business Development at Stout, I’ve had the privilege of witnessing the company’s growth from its inception, driven by a commitment to addressing the pressing challenges faced by growers worldwide. Join me on a journey through Stout’s origins, its impactful solutions, and the exciting future that lies ahead.

From the outset, Stout was founded with a clear purpose: to revolutionize the agriculture industry through the power of technology. Drawing upon my background in AI, robotics, and role at Tanimura & Antle, we embarked on a mission to bring real-world solutions to the forefront, focusing on the intersection of grower-focused technology and customer-centric processes. By bridging the gap between technology and agriculture, we’ve been able to grow our sales pipeline and forge strategic partnerships that propel us forward.

Stout originated from a strategic investment by Tanimura & Antle, driven by the need to address labor shortages while maintaining the integrity of the agricultural workforce. Recognizing the inevitability of automation in agriculture, they aimed to develop reliable solutions that would alleviate labor pressures without compromising quality or efficiency. Stout began as a “special project” at Tanimura & Antle, fueled by the engineering brilliance of employees like Jeff Antle and a deep-seated commitment to serving the needs of growers.

However, by focusing on our core technology and understanding the unique needs of commodity growers, we established ourselves as leaders in categories such as weeding and cultivating. Our partnerships with industry giants like Grimmway and Tanimura & Antle, along with collaborations with Case New Holland (CNH) for global distribution, have further cemented Stout’s impact in the agriculture industry.

Looking ahead, Stout remains steadfast in its commitment to data-driven solutions that empower growers to make informed decisions. Our vision for the future is one where innovation and sustainability go hand in hand, transforming the way we cultivate crops and steward the land with our Smart Rate Fertilizer.

Reflecting on my journey with Stout, I am proud of the team we’ve built and the impact we’ve made in the agriculture industry. From humble beginnings to industry leadership, Stout embodies the spirit of collaboration, innovation, and dedication to making a difference. As we embark on the next phase of our journey, I am excited to see what the future holds and confident that Stout will continue to pioneer progress in agriculture, one innovative solution at a time.

About Ryan Mazzuca: Ryan earned his Bachelor of Science in Agricultural Business and Management from California Polytechnic State University-San Luis Obispo in 2010, laying the academic foundation for his career. Embarking on his professional journey in agriculture, he advanced through various roles, showcasing leadership and expertise in sales, marketing, and agricultural production. Transitioning to the tech sector, Ryan joined Apple, where he combined technical support with community outreach, before leveraging his agricultural background to contribute to Iron Ox’s revolution in sustainable farming. Currently, as the Director of Business Development at Stout Industrial Technology, Inc., Ryan continues to drive business growth and foster strategic partnerships, seamlessly blending his agricultural expertise with technological innovation.

About Tanimura & Antle: Founded in 1982, Tanimura & Antle is an employee-owned family farming business with a four generation legacy and a passionate commitment to growing premium quality produce. Built on a partnership between two families, with a shared commitment to always value employees as its greatest asset, the founding families now share ownership with all employees — from farming and harvest crews to management — through an Employee Stock Ownership Plan (ESOP). As one of the largest independent vegetable growers in the United States, Tanimura & Antle farms more than 36,000 acres of rich, fertile farmland and ships a full line of premium fresh conventional and organic produce products throughout North America, Europe and Asia.

About Stout Industrial Technology: A Salinas, CA based artificial intelligence Company focusing on labor-intensive applications in agriculture. The Company builds software-defined implements for tractors that use machine vision and AI to identify and remove weeds via mechanical actuation instead of chemicals. Born inside a grower-shipper operation, Stout’s hardware and software solutions are developed from the grower’s perspective, hardened in the field prior to commercialization and continuously improved to help growers lower their operating costs and increase their margins.