AI Scripting - instant scripts that mimic user behavior

Harness the superhuman power of AI Scripting

AI driven script production is a fundamental breakthrough in software testing. It transformationally reduces labor to near zero for the fundamental task of script creation.

+ AI created script portfolios are both user-driven and vastly more comprehensive than manually-created scripts.

++ AI Scripting is key to Automatic Regression Testing.

AI Scripting Benefits

Instant Scripts

A portfolio of scripts gets generated by AI scripting in very short order. While the machine learning, blueprint generation phase may take minutes or hours of machine time, script generation take seconds, leading to instant scripts, which often number in the thousands.

Complete Coverage

Everything users try to do gets captured in the AI driven porfolio of scripts. Even failed user actions get scripted, whether the failure is due to poor design or bugs. Complete test coverage like this is unprecedented and impossible for unaided humans to replicate.

User Driven Testing

User activity drives AI Scripting, making it ideal for regression testing, since it captures everything users do and attempt to do.

As to the latter, Appvance IQ generates scripts for even failed user actions, allowing it to flag bugs that may go unreported.


Machine Learning

AI Scripting first produces an Application Blueprint by using a machine learning engine to comb through even the most complex apps. Various machine learning techniques are used to ascertain the app’s function and purpose, how it forms server requests, what data it requires, and how server responses correlate to future requests.

Application Blueprint

The Application Blueprint created by the machine learning engine encapsulates a deep understanding of the ins and outs of the application-under-test. The Blueprint subsequently marries up to a big data analysis of how real users navigate the application.

Cognitive Script Generation

Script generation is the result of cognitive processing that uses the Application Blueprint as a guide to what is possible in the application-under-test, and server logs as a big data source of actual user activity. Cognitive Script Generation then produces a script portfolio that accurately represents what users did or attempted to do.

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