How agentic AI helps heal the systems we can’t replace
Legacy systems aren't going anywhere. Here's why AI agents are the bridge enterprises actually need.

Why it matters
As companies face billions in sunk costs on legacy infrastructure, agentic AI offers a pragmatic path forward—not replacing outdated systems, but making them work together seamlessly while preserving institutional knowledge.
The key facts
5 to knowAI agents can learn idiosyncrasies of accumulated legacy system layers
Unified interface approach enables integration across disparate services
Institutional knowledge preservation as key enterprise value proposition
Focus on legacy system integration rather than replacement
Published by Amazon Science, credible institutional source
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Publisher excerpt: By learning the idiosyncrasies of accumulated layers of legacy systems, AI agents can preserve institutional knowledge and provide a unified interface to a range of services.