Amazon Bedrock AgentCore Samples - Memory for Process Tracking and Analytics

[smathalikunnel]

Describe the tutorial request
Add a new advanced pattern tutorial for AgentCore Memory: "Memory for Process Tracking and Analytics".

Add a new advanced pattern tutorial for AgentCore Memory: "Memory for Process Tracking and Analytics" (Part 1 of 2).

This notebook demonstrates using memory namespace hierarchies combined with record transitions to implement state-machine-like behavior for tracking business process lifecycles (e.g., credit card recommendation pipelines). Namespaces themselves are storage — the state machine pattern emerges from how we structure namespace paths to represent stages and move records between them. It covers:
- Creating memory and populating it externally (not from conversations)
- Using namespace path hierarchies to represent business process states (pending → shown → accepted → declined → applied)
- Transitioning records between namespaces with audit history
- Querying namespace data for product-level analytics
- Combining namespace queries with LLM analysis for natural language insights
- Viewing customer-specific journeys across stages

Part 2 will build on these patterns to enable real-time analytics and hyper-personalisation.

Is this feature already supported by the AgentCore service?

• Yes
• No

If yes, please provide any appropriate documentation link.
https://docs.aws.amazon.com/bedrock-agentcore/latest/APIReference/API_BatchCreateMemoryRecords.html