AutoOps: E-commerce Retail Optimisation at SKU level

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  Flowchart

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  Langfuse trace

Teams should be working together in order to have the optimal outcome.

AutoOps is a multiagent system. The pricing agent, inventory agent and promotion agent will work together from a trigger signal.

Examples from Langfuse observeability:

-- Detect slow moving inventory and offer promotion and discounts.

-- Detect main competitor price change, evaluate inventory level and offer bundle sales.

Business unit functions are written as agent tools and available for corresponding agents to perform standard operating procedures.

It is based on Amazon Strands Agents. Text based LLM is Amazon Nova Micro provided by AWS Bedrock. ChromaDB for agent memory and Langfuse for observeability.

Built With

• bedrock
• chromadb
• kiro
• langfuse
• strands-agents