AMI/MDMS Data Quality & Stewardship Playbook

The AMI and MDMS Data Quality and Stewardship Playbook is a focused 4 week engagement that helps utilities move from ad hoc data quality efforts to a standardized, repeatable operating model across the meter to cash lifecycle. Keyrus works with business and IT teams to profile AMI, MDMS, and CIS data, evaluate existing VEE rules, and define enterprise grade data quality thresholds and exception handling workflows within modern cloud data environments such as Snowflake on AWS. The engagement establishes clear stewardship ownership, accountability models, and performance KPIs to improve billing accuracy, reduce estimated bills and adjustments, accelerate collections, and provide AMI, billing, and customer care teams with a shared, governed source of truth. Clients receive a production ready data quality rule catalog with example SQL and dbt checks, data quality scorecards and dashboard prototypes, stewardship standard operating procedures, RACI and SLA frameworks, and a 90 day roadmap to operationalize scalable data quality management on AWS.