AWS Cloud Modernization Assessment Agent

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  Agent Architecture

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  Agent Chat UI

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  Modernization Report Sample

Inspiration

• Enterprises run complex legacy infra (VMware, on-prem, hybrid).
• Cloud migration planning is manual, slow, expertise-heavy.
• Challenges include:
  • Choosing right strategy (Lift & Shift/ Re-platform / Refactor / Containerize).
  • Prioritizing workloads
  • Estimating timeframe for modernization

What it does

Cloud Modernization Assessment – an AI-powered migration planner.

• Upload infra inventory → get migration roadmap in minutes.
• Key features:
  • Workload & inventory data analysis.
  • Auto-generated Strategy recommendations based on data driven rules.
  • Modernization summary report.
  • Phased migration roadmap and business benefits.

How I built it

Built using following services and use cases:

• Amazon Bedrock – reasoning, migration roadmap generation.
• AWS Lambda – orchestration, modernization rule engine
• Amazon S3 – file & data handling.
• Knowledge base with S3 Vector Store.
• Amazon EC2 – host chat UI app.

Accomplishments that I am proud of

• Reduce migration planning from weeks → hours.
• Make migration accessible for non-experts.
• Increase cloud cost transparency for decision-makers.
• Aligns with AWS migration acceleration programs.

What's next for Cloud Modernization Assessment

• Enhance to take other formats of discovery inputs such as AWS Discovery service output.
• Integrate with AWS Transform service

Built With

• amazon-bedrock
• amazon-web-services
• aws-lambda
• aws-pricing-api