Open-source AI Platform solutions and the challenge of building AI autonomy

Open-source AI Platform solutions provide greater control, customization, and deployment flexibility but require corresponding operational capabilities. When AI is initially tested for a limited number of tasks, businesses can begin…

Next-generation AI Platform: from model foundations to connected AI capabilities

A next-generation AI Platform connects models, data, workflows, and AI Agents on an integrated, specialized, and adaptable foundation. AI is evolving from tools designed for individual tasks into a technology…

An industry-specific AI platform connects AI capabilities with individual domains

An industry-specific AI platform combines AI capabilities with domain data, knowledge, and workflows to better address real-world needs. AI can process language, images, and data while supporting many different types…

AI is not suited to industry-specific needs when technology lacks domain data and context

AI is not suited to industry-specific needs when it lacks domain data, context, and expertise. Domain-specific AI brings technology closer to real-world needs. An AI system can process text, analyze…

Inconsistent data across departments makes it difficult for businesses to create a unified flow of information

Inconsistent data across departments creates operational gaps. Businesses need connected data to build a unified flow of information across workflows. Marketing has its own customer data. Sales works with CRM….

AI integration challenges arise when data and software remain disconnected

AI integration challenges arise when data, ERP, CRM, and business software remain disconnected. A shared platform helps AI integrate with enterprise systems. Businesses can experiment with AI relatively quickly using…

AI solutions for business automation from individual tasks to end-to-end workflows

AI solutions for business automation connect data, workflows, and technology to reduce repetitive tasks and optimize business processes. Automation is not a new concept for businesses. Software has long been…

What capabilities does an artificial intelligence company need to bring AI into real-world applications?

An artificial intelligence company needs to connect technology, data, and domain expertise to develop AI solutions for real-world problems and environments. AI is becoming increasingly present across business operations, from…

AI Platform for businesses builds AI capabilities on a shared foundation

An AI Platform for businesses connects data, technology, and workflows on a shared foundation, helping organizations deploy and scale AI applications effectively. Businesses can adopt AI in many different ways….