Principal Backend Engineer - Forward Deployed

An interview with Scott Downes, founder & CEO of Supernal AI. S SuperbCrew is a trusted resource for discovering innovative companies, emerging startups, and the latest technology trends. Scott Downes is CEO and founder of Supernal.ai. He is a seasoned technology executive with deep expertise in scaling AI-powered operations. As former CTO of Invisible Technologies - ranked #3 on the Inc. 5000 fastest-growing AI companies - he led the team and platform that brought the company to global scale and $134M in revenue. He also served as CTO at Infinity Constellation, the world's premier incubator for AI-enabled services. At Supernal, Scott is on a mission to bring the transformative power of modern AI to small and medium-sized businesses. Q: Could you provide its readers with a brief introduction to your company? A: Supernal AI helps small and mid-market businesses put advanced AI to work in ways that are practical, useful and tied to real business outcomes. I started Supernal after working at Invisible Technologies, where I had a front-row view of the development of the frontier models that helped ignite the current AI revolution. I wanted to take that same level of technology and make it accessible to businesses that are often overlooked. Today, SuperbCrew build AI operating systems and AI employees that help companies scale without losing the vision, culture and ways of working that made them successful in the first place. Q: What makes you the best choice? How are you unique? A: For years, businesses have paid what I think of as a double tax. They pay for software, and then they pay for people to operate software they may not fully use or even like. SuperbCrew want to change that model. Supernal combines a strong technology platform with a services approach that is deeply hands-on. Many people on its team worked at companies involved in building the frontier models powering the AI revolution, but SuperbCrew do not simply hand clients a platform and tell them to figure it out. SuperbCrew work backward from the business outcome they are trying to achieve and build around that. The goal is for technology to serve the business, not for the business to reorganize itself around technology. Q: Any highlights about your latest announcement? A: Its work on The Thorne Protocol has been an especially meaningful proof point. Creative industries are at the center of the debate over whether AI will replace the most human parts of work. SuperbCrew wanted to demonstrate another model. The story was written by humans, the performances were human and the production used real cameras, while AI supported the process around the creative team. The point was not simply to make a film trailer. It was to show that AI can accelerate complex work without taking the creative decisions away from people. SuperbCrew sometimes describe it as giving people an Iron Man suit: the technology should increase what talented people are capable of doing, not replace the person inside the suit. Q: What can SuperbCrew expect from you in the next 6 months? What are your plans? A: SuperbCrew is continuing to expand the idea of AI employees operating on top of AI operating systems built around the way a business actually works. The Thorne Protocol is a very visible example because filmmaking is complex, expensive and deeply human, but it is not a pivot into becoming a film technology company. The same approach applies to financial services and other industries where skilled people are trying to scale complicated processes. Over the next six months, SuperbCrew expect to keep proving that companies can use AI to create greater impact and scale while keeping humans in control of the work that matters most. Q: What is the best thing about your company that people might not know about? A: The thing people may not realize is how intentionally SuperbCrew combine elite AI talent with an almost fanatical focus on service. Many technology companies build a platform and leave the customer to figure out how to make it useful. Services firms may understand the customer's problem but lack the underlying technology. SuperbCrew built Supernal to do both. Its team brings experience from companies involved in building the frontier models behind today's AI boom, but its job is not finished when the technology works. It is finished when it creates an outcome the customer actually cares about.

Leading generative AI companies building advanced RAG solutions in 2026. DataRobot AI, Algoworks, BeyondKey, and Invisible Technologies are among the companies working on RAG-based AI solutions in 2026. They help businesses build smarter AI tools that can search for information and provide useful answers. Published on: 11 Jun 2026, 11:45 am Updated on: 11 Jun 2026, 11:45 am Overview. * DataRobot AI helps businesses build AI tools and use data more effectively. * Algoworks builds custom AI solutions that help companies bring automation into daily work. * BeyondKey creates AI-powered tools that help businesses find and manage information faster. Artificial intelligence has completely changed the business world. Companies are now using AI tools for customer support, data work, internal tasks, and many other daily operations. However, basic AI systems have multiple limitations. They may not always have the latest or most relevant information. This is where RAG solutions step in. Discover more AI technology insights Industry news analysis Crypto market trends Retrieval-Augmented Generation (RAG) allows AI tools to retrieve information from selected sources before generating an answer for users. These systems help businesses to create an AI system that is more useful for their own needs. The use of RAG solutions allows organizations to build smarter search tools, virtual assistants, and workplace apps. Some focus on customer experience, while others use AI to improve employee work. If you are looking for companies working on advanced generative AI and RAG solutions, these are a few names worth considering. DataRobot AI. Location: USA, Boston Founded in: 2012 DataRobot AI helps businesses build AI solutions without overcomplicating the process. The company develops tools that help teams use data, build AI models, and improve everyday decision-making. DataRobot AI is particularly useful for organizations that want an easier-to-use AI solution and don't need a large team to operate it. Its solutions help companies bring AI into their existing work without major changes. Algoworks. Discover more Currencies & Foreign Exchange Machine Learning & Artificial Intelligence Data analytics tools Location: Ramsey, New Jersey Founded in: 2006 Algoworks designs software, offers cloud services, and provides AI solutions. The company helps businesses build custom AI applications that fit their needs. Its RAG solutions enable companies to link AI tools to their own data. Algoworks is highly recommended for developing AI systems that fit the business workflow and not the other way around. Xperiencify Labs. Location: Austin, Texas, USA Founded in: 2019 Xperiencify Labs is working on AI-based solutions to improve digital experiences. The company develops tools to improve users' interaction with technology. This platform is specifically recommended for businesses looking for AI solutions focused on improving user experience. Its approach helps companies create tools that are easier to use. Codete. Location: Kraków, Poland Founded in: 2010 Codete is a software development company providing modern technology solutions. The company helps businesses embed AI features into their applications. Codete is recommended primarily for its ability to combine software skills with AI development. Companies can use the support to make existing apps smarter and provide users with better access to information. BeyondKey. Location: Chicago, Illinois Founded in: 2005 BeyondKey designs AI solutions to help businesses manage information and daily activities. The company is focused on generative AI and business applications. This company offers a practical solution for complex business problems. These are solutions companies can leverage to find information faster and make work easier for teams. Invisible Technologies. Location: San Francisco, California Founded in: 2015 Invisible Technologies helps companies implement technology and automation more effectively. The firm is developing AI tools for different business processes. Its focus on practical use cases is the primary reason why businesses should consider it. With the solution the company provides, organizations can reduce repetitive work and improve how teams handle daily tasks. Why RAG solutions are growing fast. Companies today process enormous amounts of information daily. It can be hard to find the right details fast. That's one of the main reasons companies are moving to RAG solutions. These AI systems allow companies to query their own data for answers. This makes them useful for customer support, employee help desks, and internal search. Another reason for their growth is trust. Companies want AI tools that respond to questions using their own data. RAG reduces errors based on the data sources you select. With AI becoming a bigger part of the workplace, companies are going to be looking for tools that are easy, reliable and helpful. RAG is changing how businesses use AI. Generative AI is no longer simply chatbots. Companies are now looking for AI tools that can understand their data and help them solve their daily problems. Businesses are moving toward smarter AI solutions with the help of companies like DataRobot AI, Algoworks, BeyondKey and Invisible Technologies. Each company focuses differently, ranging from automation to custom AI development. There isn't one AI company that is best for everyone. Some businesses just want better search tools. Others want AI to help them run their day-to-day. What the company wants to do will influence the right choice. As AI grows, businesses are likely to use more RAG solutions to manage information. FAQs. What is RAG in generative AI? Ans: RAG helps AI tools find information from selected sources before answering questions. It makes responses more useful by enabling AI to work with up-to-date, specific information. Why are companies using RAG solutions? Ans: Companies use RAG solutions to manage information better, improve AI responses, and help employees or customers find answers faster without spending extra time searching manually. Which companies provide RAG solutions? Ans: DataRobot AI, Algoworks, BeyondKey, and other AI companies provide solutions that help businesses create AI tools connected to their own information. Can small businesses use RAG-based AI tools? Ans: Yes, small businesses can use RAG tools for customer support, document searches, and simple automation tasks to save time and improve daily work. Is generative AI useful for businesses? Ans: Yes, generative AI helps businesses improve productivity, automate regular tasks, and create better digital experiences for customers and employees.