Autonomous Validation for Production Apps

Would you like to know in minutes if a stack update changed the functionality or performance of a production application that has no test support?
Read on…

Ops teams have an obligation to keep all applications in production running. Functional, performance and security in place. However, they also have an obligation to update layers in the stack for updates and security patches. A large enterprise today may be responsible for thousands of applications which run their business. However, over time there may be no dev or QA team assigned to be sure they are working correctly after stack updates. Even the ops team themselves won’t know if they continue to function and perform unless a user calls them and reports a problem after a stack upgrade.
AIQ for OPS closes this gap by applying AI to autonomously learn how an application works today in production and compares that to results every time any change occurs. This differs from synthetic APM, where engineers write specific use cases which run periodically. With AIQ for OPS, no test cases need be written by humans.
The AI system writes them itself and maintains a database of use cases, without human involvement, to test and compare runs immediately flagging changes for web and native mobile applications.

ENTERPRISE CHALLENGE:

  • 100’s of applications not regularly maintained or tested. No automated tests exist.
  • We must update stack components to latest versions for security and compatibility
  • Applications break on updates and we have to revert

SOLUTION:

  1. Use AIQ’s AI based autonomous test creation to auto-generate 100’s of scripts with validations against current stack – no QA or dev required.
  2. Re-run those same scripts with any stack updates automatically.
  3. AIQ will flag any differences in application actions or outcomes in minutes.

Learn more by requesting a demo at www.appvance.ai/get-demo

Recent Blog Posts

Read Other Recent Articles

And How AI-First QA Helps Mitigate the Risks Software is the backbone of nearly every enterprise—powering everything from internal operations to customer experiences. But with this reliance comes risk. Software defects are no longer minor annoyances; they are massive liabilities, costing businesses billions each year in lost revenue, customer churn, legal penalties, and reputational damage.

Real-World Examples and How AI-First Testing Can Save Millions When it comes to software development, the cost of a failure isn’t just technical—it’s financial, reputational, and often irreversible. From broken login flows and crashing apps to compliance violations and data leaks, the price of undetected defects can cripple businesses. That’s why forward-thinking teams are turning

In today’s hyper-competitive digital economy, software isn’t just a support function—it’s a core business driver. Whether it’s a banking app, an e-commerce checkout flow, or a SaaS platform, users expect flawless digital experiences. One bug, one crash, or one frustrating delay can result in lost revenue, damaged brand reputation, and diminished customer trust. That’s why

Empower Your Team. Unleash More Potential. See What AIQ Can Do For Your Business

footer cta image
footer cta image