Your prototype works. Can it hold up in production?
A working demo is a starting point. We assess the code and architecture, identify production risks, and agree the changes needed before promising a launch.
Discuss your projectWhere this helps.
For teams with an AI-built app, internal proof of concept, or early product that needs disciplined hardening.
- Codebase, architecture and security assessment
- Priority fixes, test coverage and failure handling
- Deployment, observability and rollback planning
Specific deliverables, security controls, ongoing support and acceptance criteria are agreed for each scope—not assumed to be identical across projects.
Assess before committing to a launch.
Begin with a bounded assessment of the codebase, dependencies, data handling and deployment path. Separate reusable foundations from risks that require architectural changes. A repair plan may recommend selective reconstruction if hardening the existing prototype would cost more.
What acceptance can look like
Agree representative user journeys and failure cases. Depending on risk, evidence can include permission-boundary tests, removal of exposed credentials, backup restoration checks, error reporting and a rehearsed rollback. A deployed demo alone does not establish readiness.
Make the economics explicit
Price the assessment separately from implementation when uncertainty is high. Its output should make the keep, repair or rebuild decision visible before committing to the larger delivery budget.
Define done before delivery.
Depending on the system, production readiness can include code review, automated tests, access controls, error handling, monitoring, deployment and rollback plans, documentation, and source handoff. We decide which controls apply based on actual risks and requirements.