Business Context
The firm’s platform was evolving into the organization’s strategic source of truth for operational, accounting, risk, investment, and reporting data.
As adoption increased, outages and missing data events created operational, regulatory, and business risk.
Starting State
The platform lacked mature release management, governance, monitoring, operational controls, and alerting. CI/CD pipelines contained manual processes, deployment failures were common, and customers often discovered issues before the platform team was aware of them.
Discovery
Leadership initially believed additional automation was needed to increase release velocity. Through assessment and operational analysis, I determined the primary issues were lack of governance, standards, operational discipline, accountability, monitoring, and controls.
Key Actions
- Improved CI/CD pipeline reliability.
- Reduced manual failure points.
- Implemented monitoring and alerting.
- Introduced operational standards and governance controls.
- Established KPIs.
- Mentored team members on Agile and DevOps practices.
- Improved auditability.
- Created processes for proactive root cause analysis.
Business Outcomes
Release failure rates decreased from approximately 30% to less than 1% within the first 90 days. Production incidents declined, missing data events were identified proactively, release reliability improved, operational risk decreased, and release cadence increased.
The organization believed it had an automation problem. In reality, it had an operational maturity problem.