Maintenance & Change Management
Automation Lifecycle Management
Automation is not a one-time deployment — it is a long-term operational asset. Like any asset, it has a lifecycle: it is designed, built, deployed, operated, maintained, and eventually retired or replaced. Organizations that treat automation as a project with a go-live end date consistently underestimate the ongoing cost and consistently over-estimate the sustained ROI.
The Automation Lifecycle
Six Stages from Design to Retirement
01Design & BuildProcess designed, automation configured, integrations built, UAT completed. Governance model defined before go-live.
02Deploy & StabilizePhased go-live. Hypercare period (30–60 days) with intensive monitoring and fast issue resolution. Performance vs. baseline tracked.
03Operate & MonitorAutomation runs in production. KPIs monitored continuously. Exceptions managed. Change requests logged and reviewed.
04Maintain & UpdateBusiness rule changes, regulatory updates, system upgrades deployed through change control. Logic reviewed quarterly.
05OptimizePerformance data used to improve process design, reduce exceptions, extend automation scope. Annual strategic review.
06RetireAutomation decommissioned when process is redesigned, system changes make it obsolete, or ROI no longer justifies maintenance.
Ongoing Costs
What Automation Lifecycle Management Actually Costs
| Cost Type | When It Occurs | Typical Driver | Often Budgeted? |
|---|---|---|---|
| Platform licensing | Annual / per use | Contract renewal, volume growth | Usually yes |
| Maintenance updates | Ongoing — 15–25% of Year 1 | Business rule changes, regulatory updates, bug fixes | Often no — surprises the business |
| System-triggered fixes | After upstream system changes | Core banking upgrade, UI change, API version change | Rarely — treated as unplanned incidents |
| Exception handling labour | Ongoing — scales with exception rate | Process design quality; data quality | Often miscalculated in business case |
| Governance overhead | Recurring — monthly/quarterly | Reviews, compliance checks, documentation updates | Almost never explicitly budgeted |