Production engineering
Implement robust services, integrations, and data flows.
- Implementation and integration
- Security and access controls
- Performance and reliability practices
Approach
Step 3: Operationalize
Move from prototype to production: build robust systems, integrate with your stack, and establish monitoring and ownership so solutions remain reliable over time.
What we do in this step
Build and launch with the right engineering practices so solutions are secure, observable, and maintainable.
Operational readiness
Prepare teams to run the system with confidence.
- Runbooks and support processes
- Monitoring, alerting, and dashboards
- Incident response patterns
Governance and controls
Ensure quality and compliance as usage scales.
- Policies and guardrails
- Access, auditability, and approvals
- Ongoing risk management
Iteration and optimisation
Improve outcomes over time with measured iteration.
- Measurement and feedback loops
- Continuous improvements
- Roadmap evolution