Artificial intelligence keeps steamrolling almost every part of the tech conversation.
Even as litigation heats up around copyright issues – with authors like Margaret Atwood and Dan Brown demanding OpenAI (and others) stop training on their content – the AI machine is full speed ahead.
And it makes sense: there are already numerous provable benefits to AI, namely around automation at scale. This is an area where Solodev, a cloud platform for developers with CMS products, has frequently run ahead of the pack. Working closely with AWS, they have a history of deploying specialized services from the Amazon AI/ML stack, including a cloud-based recommendation engine.
Today, the company announced a new offering called Solodev AI – a cloud platform for building, training, and hosting custom AI apps and foundation models in one place. From search to chat and beyond, Solodev AI enables organizations to start their AI journey with customizable off-the-shelf apps from an AI marketplace or host their existing AI apps in a secure, scalable cloud environment powered by AWS.
One of the big challenges with building custom AI apps is figuring out where it put it. Scalability is a big concern, but so too is security. Without understanding the unique DevOps requirements, the cloud can get awfully expensive. Solodev AI seems to be easing these challenges for AI developers, promising the right resources to connect almost any Large Language Model (LLM) – including GPT-4, OpenLLaMA, Amazon Titan, and more – so users and organizations can train their apps all in one place.
While almost anyone can play in the sandbox on OpenAI or jump into Hugging Face, there are numerous considerations when going custom, and much of it depends on where you're at in your AI journey. Along with its platform features, Solodev offers consulting and professional services to help set up, manage, and support early-stage or advanced AI app strategies with experienced AI engineers and cloud solution architects at the ready.
We already know that AI has taken the world by storm. From ChatGPT to Google Gemini to Midjourney, AI-powered apps are being harnessed by millions of users across every business sector.
Generative AI is on target to become a $1.3 trillion market by 2032, with a CAGR of 42% over the next decade. As organizations look to build their own solutions, like custom chatbots and search assistants, the market is expecting compounded growth of 38.3% in the AI app sector through 2028. This is why dizzying levels of investment are still saturating this tech segment.
While developing custom apps is a primary goal, developers and companies struggle with the requirements to deploy, build, and maintain their AI strategy. Picking the right model can be challenging given the breadth of choices, and few model options offer dedicated support.
Further, training a foundation model requires a significant amount of compute resources to process large datasets via deep learning algorithms – and although cloud solutions exist, the cost of hosting and leveraging AI services can be exorbitant. Many organizations are feeling the combined pinch and, in some cases, abandoning AI initiatives due to cost and a lack of demonstrable value.
Solodev AI provides a complete, cloud-based platform for building and training AI apps with total control. That begins with everything being hosted in a developer's or organization's own AWS account as opposed to a closed system.
As previously noted, Solodev AI offers a blend of advanced cloud technologies and expert resources to guide and scale an AI app – regardless of where a customer might be in their cloud journey. The engagement is process-driven, starting with a consultative discovery session with a team of AI and cloud architects, working to understand an app's purpose and vision. From here, Solodev outlines the essential cloud DevOps and services, including containers and serverless technologies, that will be required.
Solodev’s AI engineers also help recommend the right LLM for an app’s features and functionality, from leading models like OpenLLaMA – an open reproduction of Meta’s LLaMA – to up-and-coming solutions like Mistral.
Even if you “bring your own model,” Solodev delivers a turnkey setup of automated tuning and monitoring to train a selected LLM in the cloud and optimize the required compute resources. They also provide access to a dedicated global AI help desk.
For organizations that are just starting out and don’t have an existing app, Solodev AI includes a marketplace of basic AI “shells” to deploy with. These include handy features like chat, search, and even a custom app option.
Solodev also offers consulting services to help map out an AI strategy. Regardless of where a company might be in its development or execution, Solodev's team of experienced engineers can add AI services to an existing app – including the most advanced stack of solutions from AWS – or help explore and develop a go-to-market strategy for an emerging concept.
“If your business doesn’t have an AI strategy, you might not have a business in the future,” said Shawn Moore, CTO at Solodev. “Now is the time to get on board, and Solodev AI is the answer. We’re helping forward-thinking developers and organizations harness the power of AI for a wide range of apps and use cases – including mobile, metaverse, blockchain, and IoT. It’s an AI world, and we’re here to help you navigate it successfully.”
From a pricing perspective, Solodev AI includes cloud technology and services, one-time setup fees, and ongoing support.
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