Turn the experiment into a system
Production architecture separates model providers, application logic, data access and user experience. Stable interfaces make the product easier to test and evolve.
Add controls around the model
Authentication, least-privilege permissions, privacy handling, prompt protections and human review should match the risk of the workflow and data.
Operate quality, cost and change
Monitor answer quality, failures, latency, token cost and model or data changes. Release criteria and incident ownership keep improvement controlled after launch.
References and further reading
Official and independent guidance used to support this practical overview. Product capabilities and pricing can change; verify current provider documentation before making a final decision.