Journey from concept to customer: Rapid prototyping on AWS for SMBs (SMB306)

Rapid Prototyping on AWS for SMBs

Key Business Priorities for SMBs

  • Growing revenue by creating new value streams and innovative services/products
  • Attracting and retaining customers to enhance the business
  • Reducing total cost of ownership while driving innovation and efficiency
  • Leveraging data-driven decision-making

Challenges Faced by SMBs

  • Limited IT staff and skills gap
  • Security concerns while building solutions rapidly
  • Budget constraints
  • Siloed applications and data

The Prototyping Journey

  1. Launch: Define functional and non-functional requirements.
  2. Demo: Prove the technology can meet requirements, without full business context.
  3. Proof of Concept (POC): Add business context to the demo and validate the technology solution.
  4. Prototype: Build a full prototype with the business benefits framework, focusing on key business metrics.
  5. Pilot: Release the prototype to a small set of users and monitor performance.
  6. Market Launch: Roll out the solution to all production users, continuing to monitor and improve.

Serverless Services for Rapid Prototyping

  • Serverless services on AWS help focus on business logic, not infrastructure management.
  • Benefits include no infrastructure to manage, automatic scaling, pay-only-for-what-you-use pricing, high availability, and security.
  • AWS offers a wide portfolio of serverless services for compute, databases, event handling, and more.
  • Customers can reduce TCO by up to 68% and development time by up to 54% with serverless.

Using AWS Cloud Development Tools

  • Infrastructure as Code (IaC) frameworks like AWS SAM and AWS CDK enable consistent, repeatable environment setup.
  • AWS Infrastructure Composer provides a visual interface to compose and configure serverless services.
  • Amazon CodeGuru provides recommendations and automated code generation to improve code quality and security.

Demonstrating a Serverless Prototype

  • Use case: Automate product image processing and API for retrieving product specifications.
  • Architecture:
    • S3 for storing product images
    • Lambda for image processing using Bedrock
    • DynamoDB for storing product specifications
    • API Gateway and Lambda for exposing the product API
  • Leverage AWS Infrastructure Composer to visually design the architecture.
  • Use Amazon CodeGuru to generate and refine the Lambda function code.

Key Takeaways

  • Rapid prototyping on AWS can help SMBs innovate faster and deliver value to customers.
  • Leverage serverless services to address infrastructure challenges and focus on business logic.
  • Use AWS cloud development tools like Infrastructure Composer and Amazon CodeGuru to accelerate the prototyping process.
  • Adopt an agile, iterative approach to continuously improve the solution based on customer feedback.

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