Wednesday, 23 September 2026

Reimagining AI: Building applications and data on AWS

 Decades of technical debt, aging applications and siloed data are slowing modernization and starving AI of the trusted information it depends on. Gartner® predicts that “through 2026, organizations will abandon 60% of AI projects unsupported by AI-ready data.”*

As the widening gap between AI ambition and operational reality becomes a competitive risk, the answer is a connected foundation that modernizes the digital estate, industrializes trusted data and AI, and scales agentic operations with confidence.

Agentic AI is where the work is heading. Amazon Bedrock AgentCore is a platform for building and operating production AI agents across frameworks and models and securing them at scale.

You can build a useful agent or prototype relatively fast. What slows you down is connecting it to enterprise systems, giving it controlled access to tools and data, evaluating behavior, operating it reliably and improving it over time. AgentCore handles the heavy lifting that slows you down. Our role is to help you use this capability at scale with the governed operating model, engineering discipline and delivery capacity needed for complex enterprises.

A practical foundation for AI starts with the systems and data you already have. We help you modernize applications, reduce technical debt, connect fragmented data and improve software development with AI.

In our experience, AI-augmented development drives up to 50% productivity gains in application modernization, and our industrialized modernization factory approach delivers up to 40% faster time to market.

The architectural shift is also important. Moving from monolithic systems to API-first, cloud-native applications accelerates release cycles by 25% to 50% and improves application responsiveness by up to 40%.

These gains are the prerequisites for AI that can reason within live, connected systems.