Designing the AI-Powered Process
Solution architecture involves designing the step-by-step process or workflow that will use AI to solve your defined problem. This often involves chaining multiple prompts or even multiple AI models together.
Example: Automated Reporting
Imagine you want to create a weekly sales report. Your solution architecture might be:
- Step 1 (Data Extraction): A script automatically pulls the latest sales data from a database.
- Step 2 (AI Analysis): The data is fed to an LLM with a prompt asking it to identify key trends, top-performing products, and regional differences.
- Step 3 (AI Summarization): The output from the analysis step is fed into a second prompt that asks the AI to write a concise, executive-level summary of the findings.
- Step 4 (Distribution): The summary is automatically formatted into an email and sent to stakeholders.