https://geisel.software/ Articles and news from Geisel Software — high-consequence software engineering for autonomous systems, perception, embedded, AI, and robotics. en-us Fri, 22 May 2026 00:00:00 +0000 https://geisel.software/blog/edge-ai-optimization/ https://geisel.software/blog/edge-ai-optimization/ Fri, 22 May 2026 00:00:00 +0000 There’s a significant gap between running an AI model on a server and deploying it effectively to constrained edge hardware in the field. A look at the optimization challenges most teams underestimate. https://geisel.software/blog/physical-ai-questions-engineering-leaders/ https://geisel.software/blog/physical-ai-questions-engineering-leaders/ Tue, 03 Mar 2026 00:00:00 +0000 What does it take to build AI that works in the physical world? We answer the 8 questions engineering leaders are asking about Physical AI. https://geisel.software/blog/synthetic-data-storage-strategies/ https://geisel.software/blog/synthetic-data-storage-strategies/ Wed, 11 Feb 2026 00:00:00 +0000 Learn practical strategies for synthetic data storage, including how to manage scale, control costs, and keep AI training pipelines running efficiently. https://geisel.software/blog/ai-assisted-coding/ https://geisel.software/blog/ai-assisted-coding/ Tue, 20 Jan 2026 00:00:00 +0000 AI-assisted coding isn't something to feel guilty about. It's simply the next evolution in software development tools. https://geisel.software/blog/h-1b-visa/ https://geisel.software/blog/h-1b-visa/ Wed, 01 Oct 2025 00:00:00 +0000 New $100K H-1B visa fee forces tech firms to rethink talent strategy. Explore team-based hiring for speed, scale, and savings. https://geisel.software/news/geisel-software-makes-the-inc-5000-2025-list/ https://geisel.software/news/geisel-software-makes-the-inc-5000-2025-list/ Mon, 18 Aug 2025 00:00:00 +0000 Geisel Software, a Worcester-based innovator in custom software for robotics, AI/ML, and IoT, today announced it has been named to the prestigious Inc. 5000 2025 list of the fastest-growing private companies in America for the fourth consecutive year. This rare achievement places Geisel Software among a select group of companies showing sustained growth and resilience in the nation’s most dynamic economic engine: independent, entrepreneurial businesses. https://geisel.software/blog/hardware-software-integration/ https://geisel.software/blog/hardware-software-integration/ Tue, 29 Jul 2025 00:00:00 +0000 Hardware-software integration isn’t a backend task; it’s a strategic imperative that demands early alignment and dedicated resources. https://geisel.software/blog/what-is-agentic-ai/ https://geisel.software/blog/what-is-agentic-ai/ Thu, 15 May 2025 00:00:00 +0000 This guide answers the questions: What is agentic AI? How does it work? How is it transforming automation and decision-making across industries? https://geisel.software/news/symage-synthetic-image-generation/ https://geisel.software/news/symage-synthetic-image-generation/ Wed, 12 Mar 2025 00:00:00 +0000 Geisel Software, an innovator in AI, machine learning, computer vision, and robotics, has launched Symage, a groundbreaking synthetic image generation platform designed to transform AI and machine vision training. https://geisel.software/news/inc-5000-2024-honors-geisel-software/ https://geisel.software/news/inc-5000-2024-honors-geisel-software/ Tue, 20 Aug 2024 00:00:00 +0000 Geisel Software is thrilled to announce that it has secured a place on Inc. magazine’s esteemed Inc. 5000 2024 list of America’s fastest-growing private companies for the third year in a row, achieving a national ranking of 2,556. This consistent recognition is a testament to Geisel Software’s unwavering commitment to delivering forward-thinking solutions in robotics, AI/ML, IoT, and beyond. https://geisel.software/blog/mastering-computer-vision-integration-in-robotics/ https://geisel.software/blog/mastering-computer-vision-integration-in-robotics/ Tue, 23 Jul 2024 00:00:00 +0000 This computer vision integration guide offers actionable insights on selecting algorithms, managing data, meeting real-time constraints, and more. https://geisel.software/blog/password-hashing-protect-data-from-rainbow-tables/ https://geisel.software/blog/password-hashing-protect-data-from-rainbow-tables/ Wed, 10 Jul 2024 00:00:00 +0000 Master password hashing to protect your data from rainbow table attacks. Discover best practices for enhancing password security. https://geisel.software/blog/how-synthetic-data-is-shaping-sensor-tech/ https://geisel.software/blog/how-synthetic-data-is-shaping-sensor-tech/ Tue, 11 Jun 2024 00:00:00 +0000 Discover how synthetic data is redefining how we develop, test, and deploy sensor systems across various domains. https://geisel.software/blog/non-technical-leaders-in-software-development/ https://geisel.software/blog/non-technical-leaders-in-software-development/ Tue, 28 May 2024 00:00:00 +0000 Discover how non-technical leaders can effectively lead their software development teams and contribute to successful project outcomes. https://geisel.software/blog/the-circle-ellipse-problem-in-object-oriented/ https://geisel.software/blog/the-circle-ellipse-problem-in-object-oriented/ Mon, 22 Apr 2024 00:00:00 +0000 Explore the Circle-Ellipse Problem in object-oriented programming, a classic modeling challenge illustrating the pitfalls of incorrect subclassing. https://geisel.software/news/inc-5000-2023/ https://geisel.software/news/inc-5000-2023/ Fri, 03 Nov 2023 00:00:00 +0000 GEISEL SOFTWARE CLINCHES A COVETED SPOT ON THE INC. 5000’S LIST OF AMERICA’S FASTEST-GROWING COMPANIES FOR SECOND CONSECUTIVE YEAR https://geisel.software/news/geisel-software-makes-inc-5000-2022/ https://geisel.software/news/geisel-software-makes-inc-5000-2022/ Fri, 03 Nov 2023 00:00:00 +0000 Next-generation software innovator Geisel Software (https://geisel.software) announced today it’s been recognized by Inc. magazine as one of the fastest growing private companies in America. The Inc. 5000 list is the most prestigious ranking of the most successful companies within the American economy’s most dynamic segment—its independent small businesses. Intuit, Zappos, Under Armour, Microsoft, Patagonia, and many other well-known names gained their first national exposure as honorees. Geisel Software ranked an impressive number 1,549 on the list of 5,000 companies. https://geisel.software/news/geisel-software-makes-inc-5000-northeast/ https://geisel.software/news/geisel-software-makes-inc-5000-northeast/ Fri, 03 Nov 2023 00:00:00 +0000 GEISEL SOFTWARE RANKS IN THE TOP 100 ON INC. 5000 REGIONAL LIST OF FASTEST-GROWING PRIVATE COMPANIES IN NORTHEAST REGION https://geisel.software/news/nasa-m-star-funds-perception-research/ https://geisel.software/news/nasa-m-star-funds-perception-research/ Fri, 03 Nov 2023 00:00:00 +0000 NASA M-STAR funding will support new collaborative research between Geisel Software, a Massachusetts-based custom software development firm, and Fayetteville State University (NCFSU). The research is funded through NASA’s Minority University Research and Education Project (MUREP) Space Technology Artemis Research (M-STAR) grant and will focus on Active and On-demand Multi-Robot Perception (AOMRP). This work aims to develop multi-robot perception technology—using highly specialized image sensors—to support NASA’s use of autonomous multi-robot systems conducting scouting missions on the surface of the Moon or other planets. https://geisel.software/news/geisel-software-awarded-nasa-sttr-contract/ https://geisel.software/news/geisel-software-awarded-nasa-sttr-contract/ Fri, 03 Nov 2023 00:00:00 +0000 Behavior and intent estimation and intent-expressive motion planning technologies will enable cooperative operation of multiagent systems. https://geisel.software/news/nasa-sttr-robot-simulation-platform-research/ https://geisel.software/news/nasa-sttr-robot-simulation-platform-research/ Fri, 03 Nov 2023 00:00:00 +0000 Geisel Software, a Massachusetts-based custom software development firm, and the University of Nevada Las Vegas (UNLV) are pleased to announce they have been awarded a Phase I Small Business Technology Transfer (STTR) contract by the National Aeronautics and Space Administration (NASA) Jet Propulsion Laboratory (JPL). The award will support the development of a solution that will allow for collaborative mobility and manipulation in a heterogeneous robotic environment. https://geisel.software/news/small-business-person-of-the-year/ https://geisel.software/news/small-business-person-of-the-year/ Fri, 03 Nov 2023 00:00:00 +0000 The U.S. Small Business Administration (SBA) has named Brian Geisel, CEO of Geisel Software, the Massachusetts Small Business Person of the Year for 2020. Geisel Software is a custom software development company that specializes in the medical device and robotics industries and whose clients include FLIR Systems, Medica, iRobot, the U.S. Department of Veteran’s Affairs, Carbon Black, and more. https://geisel.software/news/geisel-discusss-safer-iot-at-liveworx/ https://geisel.software/news/geisel-discusss-safer-iot-at-liveworx/ Fri, 03 Nov 2023 00:00:00 +0000 Geisel Software CEO Brian Geisel will present at LiveWorx ’19, the definitive event for digital transformation. In his session “End-To-End IoT Security: A Safer Internet of Things”, Geisel will discuss common security pitfalls in the Internet of Things and how to protect your entire IoT environment from end-to-end. This practical roadmap to IoT security will address all the vulnerable points in an IoT environment, including: https://geisel.software/blog/leading-remote-software-teams-maximize-productivity/ https://geisel.software/blog/leading-remote-software-teams-maximize-productivity/ Sun, 25 Mar 2018 00:00:00 +0000 Discover five essential strategies for leading remote software teams, from mastering communication to championing self-care. https://geisel.software/blog/8-tips-for-software-outsourcing-success/ https://geisel.software/blog/8-tips-for-software-outsourcing-success/ Sat, 15 Jul 2017 00:00:00 +0000 Maximize your software outsourcing partnerships with these 8 essential tips focusing on communication, collaboration, and innovation. https://geisel.software/blog/outsource-software-development-5-proven-reasons/ https://geisel.software/blog/outsource-software-development-5-proven-reasons/ Sat, 10 Jun 2017 00:00:00 +0000 Explore the top 5 reasons why you should outsource software development to revolutionize your business from access to top talent to scalability. https://geisel.software/blog/in-house-or-outsourced-software-development/ https://geisel.software/blog/in-house-or-outsourced-software-development/ Thu, 20 Apr 2017 00:00:00 +0000 Should you choose in-house or outsourced software development? Discover the pros and cons of inhouse vs. outsourced software development. https://geisel.software/blog/the-technological-singularity-are-we-on-the-brink/ https://geisel.software/blog/the-technological-singularity-are-we-on-the-brink/ Wed, 05 Apr 2017 00:00:00 +0000 Dive into the debate on the technological singularity: a future where AI's growth could become uncontrollable, transforming civilization. Explore theories, potential impacts, and the critical dialogue surrounding AI advancements and ethics. https://geisel.software/blog/ci-cd-are-you-doing-it-right/ https://geisel.software/blog/ci-cd-are-you-doing-it-right/ Sat, 25 Mar 2017 00:00:00 +0000 Master CI/CD with essential tips to optimize your software development process. Discover best practices for defining workflows, automating processes, choosing the right tools, and more, ensuring your team does Continuous Integration/Deployment right. https://geisel.software/blog/fda-guidelines-on-medical-device-security/ https://geisel.software/blog/fda-guidelines-on-medical-device-security/ Wed, 15 Mar 2017 00:00:00 +0000 Explore the critical aspects of the FDA's crackdown on medical device security, including essential guidelines for IoMT device updates. https://geisel.software/blog/unlocking-the-potential-of-gpus-a-webinar-and-qa-on-gpu-optimization/ https://geisel.software/blog/unlocking-the-potential-of-gpus-a-webinar-and-qa-on-gpu-optimization/ Fri, 15 Jul 2016 00:00:00 +0000 Dive into the world of GPU optimization with our on-demand webinar, covering modern GPU architecture, optimization techniques, and real-time applications. Unlock the potential of GPUs to accelerate your applications with expert insights and demonstrations. https://geisel.software/blog/the-ultimate-guide-to-gpu-optimization/ https://geisel.software/blog/the-ultimate-guide-to-gpu-optimization/ Mon, 20 Jun 2016 00:00:00 +0000 Check out our ultimage guide to GPU optimization for machine vision, including the best tools and techniques. https://geisel.software/blog/stop-doing-inheritance-wrong/ https://geisel.software/blog/stop-doing-inheritance-wrong/ Wed, 15 Jun 2016 00:00:00 +0000 Stop doing inheritance wrong in OOP. Learn how to create logical, clean, and maintainable software with examples of good vs. bad inheritance. https://geisel.software/blog/choosing-a-custom-software-development-company/ https://geisel.software/blog/choosing-a-custom-software-development-company/ Wed, 25 May 2016 00:00:00 +0000 Navigate the selection process for a custom software development company with our guide. Consider factors like location, capabilities, and client testimonials to ensure a perfect match for your project’s needs. https://geisel.software/blog/rust-programming-language-revolutionizes-embedded/ https://geisel.software/blog/rust-programming-language-revolutionizes-embedded/ Sun, 15 May 2016 00:00:00 +0000 The Rust programming language is revolutionizing embedded software with its memory safety features and performance on par with C/C++. https://geisel.software/blog/how-to-keep-from-drowning-in-technical-debt/ https://geisel.software/blog/how-to-keep-from-drowning-in-technical-debt/ Fri, 06 May 2016 00:00:00 +0000 Learn strategies to manage and mitigate technical debt in software development. Discover the causes of tech debt, its impact on projects, and practical tips for maintaining a healthy codebase without sacrificing progress. https://geisel.software/blog/use-a-web-stack-for-your-ui-development/ https://geisel.software/blog/use-a-web-stack-for-your-ui-development/ Wed, 20 Apr 2016 00:00:00 +0000 Discover how utilizing a web stack for UI development can enable efficient parallel work and reduce code complexity across platforms. https://geisel.software/blog/embedded-vision-looking-forward/ https://geisel.software/blog/embedded-vision-looking-forward/ Sun, 10 Apr 2016 00:00:00 +0000 Explore the advancements in embedded vision technology with our CEO, Brian Geisel. Learn about its applications, benefits, and future trends in this insightful video discussion. Discover how these compact, energy-efficient systems are revolutionizing various industries with their innovative capabilities. https://geisel.software/blog/how-to-make-code-reviews-suck-less/ https://geisel.software/blog/how-to-make-code-reviews-suck-less/ Fri, 18 Mar 2016 00:00:00 +0000 Make your code reviews suck less and discover the purpose of code reviews, how to prioritize, and key characteristics of exceptional reviewers. https://geisel.software/blog/the-art-of-good-user-interface-design/ https://geisel.software/blog/the-art-of-good-user-interface-design/ Sat, 12 Mar 2016 00:00:00 +0000 Explore the essential principles of effective user interface design, including prioritizing functionality, intuitiveness, and user-centric approaches. https://geisel.software/blog/iot-architecture-build-it-right-the-first-time/ https://geisel.software/blog/iot-architecture-build-it-right-the-first-time/ Tue, 08 Mar 2016 00:00:00 +0000 Discover the crucial elements of effective IoT architecture, including considerations for use case, hardware, communication, security, and integration, to ensure the success of your IoT projects. https://geisel.software/blog/tackling-iot-security-challenges/ https://geisel.software/blog/tackling-iot-security-challenges/ Sat, 05 Mar 2016 00:00:00 +0000 Explore IoT security challenges and learn strategies to address vulnerabilities in IoT devices. https://geisel.software/blog/how-to-start-an-iot-project/ https://geisel.software/blog/how-to-start-an-iot-project/ Thu, 11 Feb 2016 00:00:00 +0000 Learn how to start an IoT project by focusing on the critical elements of mechanical design, electrical components, and software development. https://geisel.software/blog/iot-goes-beyond-the-connected-home/ https://geisel.software/blog/iot-goes-beyond-the-connected-home/ Tue, 09 Feb 2016 00:00:00 +0000 Explore the world of IoT beyond the connected home and discover how IoT is revolutionizing industries like manufacturing and healthcare. https://geisel.software/blog/sizing-up-the-internet-of-things-opportunity/ https://geisel.software/blog/sizing-up-the-internet-of-things-opportunity/ Sun, 07 Feb 2016 00:00:00 +0000 Sizing up the Internet of Things Opportunity helps you understand the challenges and immense opportunities in IoT. https://geisel.software/blog/elevate-your-professional-development/ https://geisel.software/blog/elevate-your-professional-development/ Mon, 01 Feb 2016 00:00:00 +0000 Discover how you can elevate your professional development with these three fun, outside-the-box, sideways learning tips. https://geisel.software/blog/5-key-traits-of-good-software-developers/ https://geisel.software/blog/5-key-traits-of-good-software-developers/ Wed, 18 Nov 2015 00:00:00 +0000 Discover the top five traits of good software developers, from a relentless passion for learning to unparalleled problem-solving skills and more. https://geisel.software/blog/5-air-tight-ways-to-find-a-great-software-developer/ https://geisel.software/blog/5-air-tight-ways-to-find-a-great-software-developer/ Sun, 08 Nov 2015 00:00:00 +0000 Unlock the secrets and find a great software developer with our guide. Discover five proven strategies to identify top talent.