How to Maintain an AI-Generated App
AI can help build and change an app, but maintaining it still requires clear ownership and a repeatable operating process. The work may be shared between the platform, your team and a service provider.
Assign responsibility before launch
Name who owns the business process, who can approve a release and who investigates failures. Identify who manages connected accounts, credentials, data retention and recovery. Put these decisions somewhere the next person can find; a conversation with the builder is not a sufficient handover document.
Before each meaningful change
- Record the current version and determine whether the change also needs a data backup or migration plan.
- Define what should change and what must continue to work. Use a concrete example with an expected result.
- Review the affected pages, fields, reports, permissions and integrations.
- Test relevant journeys with fictional data and test credentials. Include an unauthorised user where access matters.
- Keep a short release note with the change, validation result and recovery plan.
Check whether the work actually completed
Page uptime does not prove that an invoice was sent or an import finished. For important workflows, check the expected outcome as well as the run status. Monitor at a frequency appropriate to the consequences of failure. A daily booking business may need different checks from a rarely used portfolio contact form.
Recover without making the incident worse
First stop additional harmful work if needed and preserve the relevant logs. Establish what changed, which records were affected and whether external actions already happened. Restoring an app version may help with a code regression; it does not necessarily restore data or recall an email. Retrying an uncertain operation can create duplicates, so confirm its outcome first.
What to agree in a Managed service
Specify the initial build, accepted workflows, service hours, response targets, credit allowance, routine maintenance, backup responsibilities and separately quoted changes. An initial response target is different from a guaranteed resolution time. Chromoly’s Managed offer is scoped after a discovery call. Review pricing and Managed service.
Using Chromoly’s review and history
The dependency map and saved versions support change review. Their limits are explicit: static analysis does not prove runtime correctness, and restoring a version does not reverse data edits, messages or payments. Keep checking the real workflow and connected services. Change review and version history; workflow operations.
Frequently asked questions
Does managed hosting remove all maintenance work?
No. Hosting, application changes, data stewardship and business-process decisions are different responsibilities. Agree which party owns each one.
How often should I test automations?
Set the frequency according to their importance, usage and failure impact. Check after relevant changes and use monitoring for important recurring work; do not rely on a universal weekly schedule.
Related reading
- Reviewing Changes with a Dependency Map
- How to Choose an AI App Builder for Your Team
- Technical Debt in AI-Generated Apps: What to Watch
Custom builds open on December 1, 2026. Self-service opens in January 2027. Check current availability and limits before planning a rollout.
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Bring your workflow and requirements. We can scope a Managed build and ongoing service around them.
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