AI code assurance
AI Code Assurance Services
AI code assurance for teams using AI-generated, outsourced, or mission-critical code that must be secure, maintainable, and production ready.
Code assurance for AI-built and mission-critical software
AI can speed up development, but it can also introduce hidden security issues, brittle architecture, duplicated logic, weak tests, and maintainability problems. Virtust reviews code for production quality before it becomes expensive to fix.
Application security review
Authentication, authorization, injection risk, secrets, dependencies, API exposure, and data handling.
Maintainability review
Architecture, complexity, duplication, naming, modularity, and long-term team handoff risk.
Testing and CI review
Coverage gaps, flaky tests, missing edge cases, deployment checks, and release confidence.
AI-generated code audit
Validate code produced by AI tools before it ships into production systems.
What the code assurance report includes
| Area | What we check | What you receive |
|---|---|---|
| Security | OWASP risks, auth flows, access control, secrets, dependencies, and unsafe APIs. | Prioritized security findings with severity and fix guidance. |
| Architecture | Boundaries, data flow, performance bottlenecks, coupling, and scalability risk. | A clear technical risk map and refactor plan. |
| Code quality | Duplication, complexity, readability, error handling, logging, and standards. | Actionable recommendations for maintainable code. |
| Delivery | Tests, CI/CD, environments, rollback, observability, and documentation. | A production readiness checklist for launch or handoff. |
When to use AI code assurance
Before launch
Validate security and reliability before users, customers, or investors see the product.
After rapid AI-assisted development
Check whether AI-generated code is safe, maintainable, and aligned with your architecture.
Before hiring or handoff
Understand what technical debt exists before expanding the team or transferring ownership.
During investor or client due diligence
Prepare an objective technical quality review for stakeholders.
Code assurance FAQs
Can you review private repositories?
Yes. Access can be provided through a controlled repository invite or code export depending on your security requirements.
Do you only review AI-generated code?
No. We review AI-generated, human-written, legacy, and outsourced codebases.
Can you also fix the issues?
Yes. After the review, Virtust can help prioritize and implement fixes.
Ready to find the fastest AI win?
Share your workflow, tools, and business goals. Virtust will identify practical AI opportunities, implementation risks, and a clear path from assessment to production.