Getting consistent, structured outputs from Azure OpenAI required significant tuning of our prompts. We developed a robust approach to ensure the AI would always return data in a format our visualization could use.
We implemented a caching system in our MySQL database to store previous analyses, significantly improving response times for commonly searched industries.
Value Chain Markets emerged from a simple observation: while there are plenty of business intelligence tools available, there's a gap when it comes to visualizing and understanding complete value chains across industries.
Our team was inspired by Michael Porter's value chain model, but wanted to take it further by creating a dynamic, AI-powered tool that could democratize access to this kind of strategic analysis.
Interactive visualization of entire supply chains from raw materials to end customers.
Leverages Azure OpenAI to identify opportunities, pain points, and optimization strategies.
Sourcing and extraction of primary resources
Component and material providers
Production and assembly
Logistics and warehousing
Point of sale to customers
End users and consumers