# Automation Monitoring & Improvement — Automation Cycle

Canonical page: https://apiopscycles.com/cycles/automation-cycle/stations/monitoring-and-improving

Language: en

Entity ID: monitoring-and-improving

Cycle: [Automation Cycle](https://apiopscycles.com/cycles/automation-cycle.md)

Read [shared station guidance](https://apiopscycles.com/stations/monitoring-and-improving.md) first. The sections below supplement or replace the corresponding shared sections for this cycle. Sections not repeated here retain the shared guidance.

## Journey entry criteria

- The solution passes quality, security, compliance, and readiness checks. — The API passes compliance, security, and audit checks. (ID: audit-passed)
- Audit findings and remediation decisions are shared with the relevant stakeholders. (ID: audit-reports-shared)
- The capability is ready to be published or released through the selected delivery mechanism. — The API is ready to be deployed and exposed through the intended gateways and environments. (ID: api-ready-for-publishing)
- Consumer-facing documentation and onboarding materials are ready. — Consumer-facing API documentation is complete enough for publishing and onboarding. (ID: api-documentation-ready)

## Journey exit criteria

- Consumer-facing documentation and onboarding materials are ready. — Consumer-facing API documentation is complete enough for publishing and onboarding. (ID: api-documentation-ready)
- Consumer onboarding, support, and communication processes are ready. — Registration, support, and communication processes are ready for API consumers. (ID: consumer-support-ready)
- Legal, privacy, and compliance requirements for publishing or release are defined and understood. — Legal, privacy, and compliance requirements for publishing are defined and understood. (ID: legal-compliance-clear)

## Description

Monitor actual automation outcomes, run success and failure, exceptions, retries, interventions, cycle time, waiting time, cost, errors, unsafe actions, adoption, trust, realized benefit, and which hypothesis assumptions were supported or rejected.

## Role participation and responsibilities

- [Automation Owner](https://apiopscycles.com/roles/automation-owner.md) (lead): Owns automation goals, business value, priorities, controls, and lifecycle outcomes.
- [Automation Engineer](https://apiopscycles.com/roles/automation-engineer.md) (core): Implements, tests, integrates, and maintains automation solutions and supporting workflows.
- [Business Owner](https://apiopscycles.com/roles/business-owner.md) (core): Represents business goals, funding, and expected outcomes for the capability, API, or automation initiative.
- [Process Owner](https://apiopscycles.com/roles/process-owner.md) (core): Owns the business process being automated, including objectives, rules, outcomes, and improvement priorities.
- [Support and Operations Owner](https://apiopscycles.com/roles/operations-specialist.md) (core): Represents runtime support, incident handling, observability, and operational readiness for the capability, API, or automation.
- [Compliance and Legal Specialist](https://apiopscycles.com/roles/compliance-specialist.md) (consulted): Clarifies legal, privacy, regulatory, and contractual requirements that affect the capability, API, interface, or automation.
- [Domain Expert](https://apiopscycles.com/roles/domain-specialist.md) (consulted): Brings deep knowledge of the business domain, concepts, rules, and constraints the capability or interface must reflect.
- [Platform Owner](https://apiopscycles.com/roles/platform-owner.md) (consulted): Owns platform capabilities, roadmap, operational model, and service expectations.
- [Security Specialist](https://apiopscycles.com/roles/security-specialist.md) (consulted): Ensures security risks, controls, and trust boundaries are addressed throughout the API lifecycle.