ChrisCruz.ai Atomic Note

Reconciliation

Event Store Reconciliation Control Plane

Updated September 15, 2025

Purpose

Identify, prioritize, and resolve mismatches between published and consumed events so producer-consumer latency never erodes customer trust or operational accuracy across DDA, Cards, and shared event pipelines.

Monitored Dimensions

  • • Total vs. reconciled events
  • • Producer → consumer latency bands
  • • Gap impact on downstream operations
  • • Integrity of Cards, DDA, and Event metrics

Data Connectivity

  • • Direct taps into DDA event store
  • • Cards platform stream access
  • • Shared Event metrics repository
  • • Integration with ODS for cross-system fidelity

Actionable Sequence

  1. Define reconciliation logic, thresholds, and business impact translations.
  2. Connect DDA, Cards, and shared event metric data sources.
  3. Develop a matching engine comparing event counts and timestamps.
  4. Model operational impact when latency breaches targets.
  5. Automate alerting and visuals for mismatches and latency exceptions.
  6. Validate across environments with partner stakeholders before promotion.

Field Notes

  • • Pair latency breach alerts with Latency Dashboard SLA monitors for proactive triage.
  • • Document mismatch patterns to inform reconciliation automation stories in Ankita's epic.
  • • Tie root-cause findings back to data quality dashboards for consistent storytelling.