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API Integrations:

Implement and extend endpoints that support enrollment creation and credit report retrieval.

Support the bot flow requirements to collect identity, permission, review credit report, capture dispute, enrollment guidance, escalation logic.

Ensure secure handling of PII and sensitive data across transport and storage.

Webhooks + Session Persistence:

Build endpoints to receive incremental field updates so sessions can auto-resume if a user drops and returns.

Design webhook/event structures so each step is idempotent and safely re-playable.

Implement idempotency, retries, and durable session state to support chatbot progression and resumption.

Deployment and Production Readiness:

Implement logging/monitoring patterns appropriate for production.

Support deployment architecture considerations referenced in the stack overview.

Contribute to secure deployment and production readiness.

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