7 Applying AI to existing platforms
This chapter covers
- Integration patterns for serverless AI
- Improving identity verification with Textract
- An AI-enabled data processing pipeline with Kinesis
- On-the-fly translation with Translate
- Sentiment analysis with Comprehend
- Training a custom document classifier with Comprehend
In chapters 2-5 we created systems from scratch and applied AI services from the start. Of course, the real world is not always this clean and simple. Almost all of us have to deal with legacy systems and technical debt. In this chapter we are going to examine some strategies for applying AI services to existing systems. We will start by looking at some architectural patterns for this, and from there we will develop some specific ...
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