
Move and modernize your workloads on AWS, automate operations, and build intelligent experiences with Agentic AI.

Building practical Agentic AI solutions that understand, reason and act across real business workflows.
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Studying businesses, industries and market signals to uncover opportunities where technology can create measurable value.
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Working with organizations to identify high-impact opportunities and transform operations, customer experiences and digital infrastructure.
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Using AI to simplify billing, VAT, financial records, reporting and everyday finance operations.
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Experimenting, prototyping and validating new cloud, AI and digital solutions to turn promising ideas into real-world systems.
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Industry–academia collaboration, beginning with AWS Certification Excellence
Learn MoreThis post shows how to use Crawl4AI, an open source web crawler, as a content preparation layer for Amazon Bedrock Knowledge Bases, handling JavaScript rendering, selective extraction, and custom metadata enrichment before web content reaches an Amazon S3 data source.
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